CSDAI Department

Institut Polytechnique de Paris

Group images

images (Image, Modeling, Analysis, GEometry, Synthesis)

LTCI, Telecom Paris

Themes: computer science in biology and health; robotics, visual and audio computing, interaction

The IMAGES team (Image, Modeling, Analysis, GEometry, Synthesis) carries out research in image analysis and understanding, computer vision and 3D computer graphics, covering the entire spectrum of the modeling, analysis, transformation, representation, interpretation and synthesis of images, 3D and digital objects. The team focuses on the modeling of images, tri-dimensional and numerical objects, with the development of mathematical models, ranging from the physical acquisition to the high-level interpretation, and artificial intelligence models (spatial reasoning, knowledge representation). The team has also a strong expertise in computer graphics for geometric modeling, image synthesis, virtual reality and 3D interactive systems. The team deals with applications in medical imaging, remote sensing imaging, computational photography and creative industries.

Contact person: Florence Tupin, https://www.telecom-paris.fr/florence-tupin?l=en

Web site: https://www.telecom-paris.fr/en/research/laboratories/information-processing-and-communication-laboratory-ltci/research-teams/image-modeling-analysis-geometry-synthesis

Journal articles

2022

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Emanuele Dalsasso, Loïc Denis, Florence Tupin. As if by magic: self-supervised training of deep despeckling networks with MERLIN. IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2022, 60. ⟨ujm-03270455v2⟩
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https://hal-ujm.archives-ouvertes.fr/ujm-03270455/file/MERLIN_accepted_TGRS.pdf BibTex
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Charles-Alban Deledalle, Loïc Denis, Florence Tupin. Speckle reduction in matrix-log domain for synthetic aperture radar imaging. Journal of Mathematical Imaging and Vision, Springer Verlag, 2022, 64, pp.298-320. ⟨10.1007/s10851-022-01067-1⟩. ⟨ujm-03275572⟩
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https://hal-ujm.archives-ouvertes.fr/ujm-03275572/file/mulog2.pdf BibTex

2021

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Isabelle Bloch. Modeling Imprecise and Bipolar Algebraic and Topological Relations using Morphological Dilations. Mathematical Morphology - Theory and Applications, De Gruyter 2021, 5 (1), pp.1-20. ⟨10.1515/mathm-2020-0107⟩. ⟨hal-03324497⟩
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Isabelle Bloch. Mathematical Morphology and Spatial Reasoning: Fuzzy and Bipolar Setting. TWMS Journal of Pure and Applied Mathematics, TWMS : Turkic World Mathematical Society, 2021, Special Issue on Fuzzy Sets in Dealing with Imprecision and Uncertainty: Past and Future Dedicated to the memory of Lotfi A. Zadeh, 12 (1), pp.104-125. ⟨hal-03324490⟩
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Emanuele Dalsasso, Loïc Denis, Florence Tupin. SAR2SAR: a semi-supervised despeckling algorithm for SAR images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, IEEE, In press, pp.1-1. ⟨10.1109/JSTARS.2021.3071864⟩. ⟨hal-03148450⟩
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https://arxiv.org/pdf/2006.15037 BibTex
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Nicolas Gasnier, Loïc Denis, Florence Tupin. On the use and denoising of the temporal geometric mean for SAR time series. IEEE Geoscience and Remote Sensing Letters, IEEE - Institute of Electrical and Electronics Engineers, 2021, ⟨10.1109/LGRS.2021.3051936⟩. ⟨hal-03095153⟩
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https://hal.telecom-paris.fr/hal-03095153/file/GRSL_rev_accepte.pdf BibTex
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Min Hyung Kee, Kiwon Um, Wooseok Jeong, Junghyun Han. Constrained projective dynamics: real-time simulation of deformable objects with energy-momentum conservation. ACM Transactions on Graphics, Association for Computing Machinery, 2021, 40 (4), pp.1-12. ⟨10.1145/3450626.3459878⟩. ⟨hal-03356807⟩
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Christophe Kervazo, Nicolas Gillis, Nicolas Dobigeon. Provably robust blind source separation of linear-quadratic near-separable mixtures. SIAM Journal on Imaging Sciences, Society for Industrial and Applied Mathematics, 2021, 14 (4), pp.1848-1889. ⟨10.1137/20M1382878⟩. ⟨hal-03319157⟩
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https://arxiv.org/pdf/2011.11966 BibTex
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Baptiste Morel, Pierre Bertault, Géraldine Favrais, Elsa Tavernier, Barthelemy Tosello, et al.. Automated brain MRI metrics in the EPIRMEX cohort of preterm newborns: Correlation with the neurodevelopmental outcome at 2 years. Diagnostic and Interventional Imaging, Elsevier, 2021, 102 (4), pp.225-232. ⟨10.1016/j.diii.2020.10.009⟩. ⟨hal-03324508⟩
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Gasnier Nicolas, Loïc Denis, Roger Fjørtoft, Frédéric Liege, Florence Tupin. Narrow River Extraction from SAR Images Using Exogenous Information. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, IEEE, 2021, 14, pp.5720 - 5734. ⟨hal-03118107v2⟩
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https://hal.telecom-paris.fr/hal-03118107/file/main.pdf BibTex
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A. Pirovano, Leandro G Almeida, Saïd Ladjal, Isabelle Bloch, S. Berlemont. Computer-aided diagnosis tool for cervical cancer screening with weakly supervised localization and detection of abnormalities using adaptable and explainable classifier. Medical Image Analysis, Elsevier, 2021, 73, pp.102167. ⟨10.1016/j.media.2021.102167⟩. ⟨hal-03324485⟩
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A. Pirovano, H. Heuberger, S. Berlemont, Saïd Ladjal, Isabelle Bloch. Automatic Feature Selection for Improved Interpretability on Whole Slide Imaging. Machine Learning and Knowledge Extraction, MDPI, 2021, 3 (1), pp.243-262. ⟨10.3390/make3010012⟩. ⟨hal-03324456⟩
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Kiwon Um, Xiangyu Hu, Bing Wang, Nils Thuerey. Spot the Difference: Accuracy of Numerical Simulations via the Human Visual System. ACM Transactions on Applied Perception, Association for Computing Machinery, 2021, 18 (2), pp.1-15. ⟨10.1145/3449064⟩. ⟨hal-03225310⟩
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Marc Zanello, Romain Carron, Sophie Peeters, Pietro Gori, Alexandre Roux, et al.. Automated neurosurgical stereotactic planning for intraoperative use: a comprehensive review of the literature and perspectives. Neurosurgical Review, 2021, 44, pp.867-888. ⟨hal-02916156⟩
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Tong Zhao, Pierre Alliez, Tamy Boubekeur, Laurent Busé, Jean-Marc Thiery. Progressive Discrete Domains for Implicit Surface Reconstruction. Computer Graphics Forum, Wiley, 2021, Proceedings of the EUROGRAPHICS Symposium on Geometry Processing 2021, 40 (5), pp.143-156. ⟨10.1111/cgf.14363⟩. ⟨hal-03276748⟩
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https://hal.inria.fr/hal-03276748/file/sgp2021.pdf BibTex

2020

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Samy Blusseau, Bastien Ponchon, Santiago Velasco-Forero, Jesus Angulo, Isabelle Bloch. Approximating morphological operators with part-based representations learned by asymmetric auto-encoders. Mathematical Morphology - Theory and Applications, De Gruyter 2020, 4 (1), pp.64 - 86. ⟨10.1515/mathm-2020-0102⟩. ⟨hal-02915633⟩
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https://hal.archives-ouvertes.fr/hal-02915633/file/MathMorph-D-19-00011_final.pdf BibTex
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F Corda, J Thiery, M Livesu, E Puppo, T Boubekeur, et al.. Real-Time Deformation with Coupled Cages and Skeletons. Computer Graphics Forum, Wiley, 2020, ⟨10.1111/cgf.13900⟩. ⟨hal-03019436⟩
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https://hal.archives-ouvertes.fr/hal-03019436/file/CTLPBS20_preprint.pdf BibTex
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Emanuele Dalsasso, Xiangli Yang, Loïc Denis, Florence Tupin, Wen Yang. SAR Image Despeckling by Deep Neural Networks: from a Pre-Trained Model to an End-to-End Training Strategy. Remote Sensing, MDPI, 2020, 12 (16), pp.2636. ⟨10.3390/rs12162636⟩. ⟨hal-02944565⟩
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Chenguang Liu, Florence Tupin, Yann Gousseau. Training CNNs on speckled optical dataset for edge detection in SAR images. ISPRS Journal of Photogrammetry and Remote Sensing, Elsevier, 2020. ⟨hal-02424315v6⟩
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https://hal.archives-ouvertes.fr/hal-02424315/file/main.pdf BibTex
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Henri Maître. Juger du Beau avec subjectivité : le défi de l’esthétique computationnelle. ISTE Openscience, 2020, Arts et Sciences, 4 (4), ⟨10.21494/ISTE.OP.2020.0588⟩. ⟨hal-03103273⟩
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Thibault Marin, Y. Djebra, P. Han, Y. Chemli, Isabelle Bloch, et al.. Motion correction for PET data using subspace-based real-time MR imaging in simultaneous PET/MR. Physics in Medicine and Biology, IOP Publishing, 2020, 65. ⟨hal-02927641⟩
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Corentin Mercier, S. Rousseau, P. Gori, Isabelle Bloch, T. Boubekeur. QFib: Fast and Efficient Brain Tractogram Compression. Neuroinformatics, Springer, 2020, 18, pp.627-640. ⟨hal-02454772⟩
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https://hal.telecom-paris.fr/hal-02454772/file/Qfib.pdf BibTex
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Jean Marie Nicolas, Florence Tupin. A new parametrization for the Rician distribution. IEEE Geoscience and Remote Sensing Letters, IEEE - Institute of Electrical and Electronics Engineers, 2020, ⟨10.1109/LGRS.2019.2957240⟩. ⟨hal-02553977⟩
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https://hal.telecom-paris.fr/hal-02553977/file/FINAL_VERSION.pdf BibTex
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Clement Rambour, Alessandra Budillon, Angel Johnsy, Loïc Denis, Florence Tupin, et al.. From Interferometric to Tomographic Synthetic Aperture Radar. Scatterer unmixing in urban areas: A review of synthetic aperture radar tomography-processing techniques. IEEE geoscience and remote sensing magazine, IEEE, 2020, 8 (2). ⟨ujm-02457407⟩
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2019

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Marc Aiguier, Isabelle Bloch. Logical Dual Concepts based on Mathematical Morphology in Stratified Institutions. Journal of Applied Non-Classifcal Logics, 2019, 29 (4), pp.392-429. ⟨10.1080/11663081.2019.1668678⟩. ⟨hal-02288074⟩
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Vincent Couteaux, S. Si-Mohamed, R. Renard-Penna, O. Nempont, T. Lefevre, et al.. Kindey Cortex Segmentation in 2D CT with U-Nets Ensemble Aggregation. Diagnostic and Interventional Imaging, Elsevier, 2019, 100, pp.211-217. ⟨hal-02288059⟩
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Vincent Couteaux, S. Si-Mohamed, O. Nempont, T. Lefevre, A. Popoff, et al.. Automatic Knee Meniscus Tear Detection and Orientation Classification with Mask-RCNN. Diagnostic and Interventional Imaging, Elsevier, 2019, 100, pp.235-242. ⟨hal-02288060⟩
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https://hal.telecom-paris.fr/hal-02288060/file/S2211568419300580.pdf BibTex
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Gordana Draskovic, Frédéric Pascal, Florence Tupin. $M$ -NL: Robust NL-Means Approach for PolSAR Images Denoising. IEEE Geoscience and Remote Sensing Letters, IEEE - Institute of Electrical and Electronics Engineers, 2019, 16 (6), pp.997-1001. ⟨10.1109/LGRS.2018.2889275⟩. ⟨hal-02186186⟩
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https://hal-centralesupelec.archives-ouvertes.fr/hal-02186186/file/final_version.pdf BibTex
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Thuc Le, Andrés Almansa, Yann Gousseau, Simon Masnou. Object removal from complex videos using a few annotations. Computational Visual Media, Springer, 2019, ⟨10.1007/s41095-019-0145-0⟩. ⟨hal-02168653⟩
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https://hal.archives-ouvertes.fr/hal-02168653/file/_CVMJ__Removing_objects_from_video_with_a_few_strokes_publish.pdf BibTex
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Yuye Ling, William Meiniel, Rajinder Singh-Moon, Elsa D. Angelini, J.-C. Olivo-Marin, et al.. Compressed sensing-enabled phase-sensitive swept-source optical coherence tomography. Optics Express, Optical Society of America - OSA Publishing, 2019, 27 (2), pp.855-871. ⟨hal-02288009⟩
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Gang Liu, Yann Gousseau, Florence Tupin. A contrario comparison of local descriptors for change detection in high resolution satellite images of urban areas. IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2019, 57 (6), pp.3904-3918. ⟨hal-02287952⟩
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Chenguang Liu, Rémy Abergel, Yann Gousseau, Florence Tupin. LSDSAR, a Markovian a contrario framework for line segment detection in SAR images. Pattern Recognition, Elsevier, 2019, 98, ⟨10.1016/j.patcog.2019.107034⟩. ⟨hal-01827482v2⟩
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https://hal.archives-ouvertes.fr/hal-01827482/file/paper.pdf BibTex
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Cécile Olivia Muller, Eva Mille, Alessio Virzi, Jean-Baptiste Marret, Quoc Peyrot, et al.. Integrating tractography in pelvic surgery: a proof of concept. Journal of Pediatric Surgery Case Reports, 2019, 48, pp.101268. ⟨10.1016/j.epsc.2019.101268⟩. ⟨hal-02341037⟩
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https://hal.telecom-paris.fr/hal-02341037/file/S2213576619301800.pdf BibTex
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Cécile Muller, Eva Mille, Alessio Virzi, Jean-Baptiste Marret, Quoc Peyrot, et al.. Integrating tractography in pelvic surgery: a proof of concept. Journal of Pediatric Surgery Case Reports, 2019, 48. ⟨hal-02288079⟩
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Clément Rambour, Loïc Denis, Florence Tupin, Hélène Oriot, Yue Huang, et al.. Urban Surface Reconstruction in SAR Tomography by Graph-Cuts. Computer Vision and Image Understanding, Elsevier, 2019, 188, pp.102791. ⟨10.1016/j.cviu.2019.07.011⟩. ⟨hal-01873673⟩
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https://hal.archives-ouvertes.fr/hal-01873673/file/cviu_2019%20%281%29.pdf BibTex
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Alessio Virzi, Cécile Muller, Jean-Baptiste Marret, Eva Mille, Laureline Berteloot, et al.. Comprehensive review of 3D segmentation software tools for MRI usable for pelvic surgery planning. Journal of Digital Imaging, 2019. ⟨hal-02288066⟩
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2018

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Abdalbassir Abou-Elailah, Isabelle Bloch, Valérie Gouet-Brunet. Unsupervised detection of ruptures in spatial relationships in video sequences based on log-likelihood ratio. Pattern Analysis and Applications, Springer Verlag, 2018, 21 (3), pp.829-846. ⟨10.1007/s10044-017-0669-9⟩. ⟨hal-02338240⟩
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Marc Aiguier, Jamal Atif, Isabelle Bloch, Ramon Pino Perez. Explanatory relations in arbitrary logics based on satisfaction systems, cutting and retraction. International Journal of Approximate Reasoning, Elsevier, 2018, 102, pp.1 - 20. ⟨10.1016/j.ijar.2018.07.014⟩. ⟨hal-01858106⟩
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Tristan Dagobert, Yohann Tendero, Stephane Landeau. Study of the Principal Component Analysis Method for the Correction of Images Degraded by Turbulence. Image Processing On Line, IPOL - Image Processing on Line, 2018, 8, pp.388-407. ⟨hal-02287990⟩
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Thibault Lescoat, Maks Ovsjanikov, Pooran Memari, Jean-Marc Thiery, Tamy Boubekeur. A Survey on Data-driven Dictionary-based Methods for 3D Modeling. Computer Graphics Forum (Proc. EUROGRAPHICS 2018 STAR), 2018, 37 (2), pp.577-601. ⟨hal-01901049⟩
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https://hal-imt.archives-ouvertes.fr/hal-01901049/file/dictionary_survey.pdf BibTex
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Jean-Marie Nicolas, Florence Tupin. Quarante ans d’imagerie satellitaire radar. Revue de la Société Française de Photogrammétrie et de Télédétection, 2018. ⟨hal-02287360⟩
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Phuong Tran, Yohann Tendero, Francois Goldwasser, Stanislas Ropert, Romain Coriat. Concomitant sorting of circulating tumor cell subpopulations in cancer patients’ blood samples through the multiplexed immunosensor combination design. International Biology Review, 2018, 2 (2), pp.1-15. ⟨hal-02287921⟩
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2017

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Malik Boughida, Tamy Boubekeur. Bayesian Collaborative Denoising for Monte Carlo Rendering. Computer Graphics Forum (Proc. EGSR 2017), 2017, 36 (4), pp.137-153. ⟨hal-01580738⟩
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Norbert Bus, Tamy Boubekeur. Double Hierarchies for Directional Importance Sampling in Monte Carlo Rendering. Journal of Computer Graphics Techniques, 2017, 6 (3), pp.35-37. ⟨hal-01580739⟩
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Stéphane Calderon, Tamy Boubekeur. Bounding Proxies for Shape Approximation. ACM Transactions on Graphics, Association for Computing Machinery, 2017, 36 (5), pp.57.1-57.13. ⟨hal-01580737⟩
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Luc Girompaire, Baptiste Morel, Thomas Lapole. Reduced cortical voluntary activation during bilateral knee extension. Human Movement Science, Elsevier, 2017, 52, pp.17-23. ⟨10.1016/j.humov.2017.01.005⟩. ⟨hal-02409542⟩
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Philipp Herholz, Sebastian Koch, Tamy Boubekeur, Marc Alexa. Unsharp Masking Geometry Improves 3D Prints. Computer & Graphics (Proc. Shape Modeling International 2017), 2017, 66, pp.135-142. ⟨hal-01580740⟩
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Sylvain Lobry, L. Denis, Weiying Zhao, Florence Tupin. Décomposition de séries temporelles d'images SAR pour la détection de changements. Traitement du Signal, 2017. ⟨hal-02287652⟩
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Henrique Morimitsu, Isabelle Bloch, R. M. Cesar. Exploring structure for long-term tracking of multiple objects in sports videos. Computer Vision and Image Understanding, Elsevier, 2017, 159, pp.89-104. ⟨hal-02287490⟩
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Quentin Oliveau, Hichem Sahbi. Learning Attribute Representations for Remote Sensing Ship Category Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, IEEE, 2017, 10 (6), pp.2830-2840. ⟨hal-02287694⟩
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H. Sportouche, Jean-Marie Nicolas, Florence Tupin. Mimic Capacity Of Fisher And Generalized Gamma Distributions For High Resolution SAR Image Statistical Modeling. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, IEEE, 2017, 10 (12), pp.5724 - 5735. ⟨hal-01860201⟩
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Yifan Yang, J. Atif, Isabelle Bloch. Raisonnement abductif en logique de description exploitant les domaines concrets spatiaux pour l'inteprétation d'images. Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, Lavoisier, 2017, 1-2, pp.11-39. ⟨hal-02287568⟩
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2016

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Pascal Balducci, Michel Clémençon, Baptiste Morel, Géraud Quiniou, Damien Saboul, et al.. Comparison of Level and Graded Treadmill Tests to Evaluate Endurance Mountain Runners.. Journal of Sports Science and Medicine, University of Uludag, 2016, 15 (2), pp.239-46. ⟨hal-02330890⟩
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Sonia Dahdouh, Nadège Varsier, Moises Nunez Ochoa, Joe Wiart, Azadeh Peyman, et al.. Infants and young children modeling method for numerical dosimetry studies: application to plane wave exposure. Physics in Medicine and Biology, 2016, 61 (4), pp.1500-1514. ⟨hal-02287254⟩
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Noura Faraj, Jean-Marc Thiery, Tamy Boubekeur. Multi-Material Adaptive Volume Remesher. Computer and Graphics Journal , 2016, 58 (C), pp.150-106. ⟨hal-01444804⟩
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N. Geeraert, Rémy Klausz, S. Muller, Isabelle Bloch, H. Bosmans. Individualized Calculation of Tissue Imparted Energy in Breast Tomosynthesis. RADIATION PROTECTION DOSIMETRY, 2016, 169 (1-4), pp.267-273. ⟨hal-02287314⟩
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Gilles Laurent, Cyril Delalandre, Grégoire de la Rivière, Tamy Boubekeur. Forward Light Cuts: A Scalable Approach to Real-Time Global Illumination. Computer Graphics Forum (Proc. EGSR 2016), 2016, 35 (4), pp.79-88. ⟨hal-01444811⟩
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Nicolas Lermé, Florence Rossant, Isabelle Bloch, Michel Paques, Edouard Koch, et al.. A Fully Automatic Method For Segmenting Retinal Artery Walls in Adaptive Optics Images. Pattern Recognition Letters, Elsevier, 2016, pp.72-81. ⟨10.1016/j.patrec.2015.10.011⟩. ⟨hal-02559191⟩
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https://hal.archives-ouvertes.fr/hal-02559191/file/2015article_prl_HAL.pdf BibTex
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David Lesage, Elsa D. Angelini, Gareth Funka-Lea, Isabelle Bloch. Adaptive Particle Filtering for Coronary Artery Segmentation from 3D CT Angiograms. Computer Vision and Image Understanding, Elsevier, 2016, 151, pp.29-46. ⟨hal-02287240⟩
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Baptiste Morel, G. Antoni, J.R. Teglas, Isabelle Bloch, Catherine Adamsbaum. Neonatal brain MRI: How reliable is the radiologist's eye ?. Neuroradiology, 2016, 58, pp.189-193. ⟨hal-02287221⟩
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Gianpaolo Palma, Paolo Cignoni, Tamy Boubekeur, Roberto Scopigno. Detection of Geometric Temporal Changes in Point Clouds. Computer Graphics Forum, Wiley, 2016, 35 (6), pp.33-45. ⟨hal-01444930⟩
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Talita Perciano, Florence Tupin, Roberto Hirata, R. M. Cesar. A Two-level Markov Random Field for Road Network Extraction and its Application with Optical, SAR and Multitemporal Data. International Journal of Remote Sensing, Taylor & Francis, 2016, 37 (16). ⟨hal-02287321⟩
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Parinya Punpongsanon, Emilie Guy, Daisuke Iwai, Kosuke Sato, Tamy Boubekeur. Extended LazyNav: Virtual 3D Ground Navigation for Large Displays and Head-Mounted Displays. IEEE Transactions on Visualization and Computer Graphics, Institute of Electrical and Electronics Engineers, 2016, PP (99), pp.1-12. ⟨hal-01444884⟩
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Yohann Tendero, Jean-Michel Morel. A Theory of Optimal Flutter Shutter for Probabilistic Velocity Models. SIAM Journal on Imaging Sciences, Society for Industrial and Applied Mathematics, 2016, 9 (1), pp.445-480. ⟨10.1137/15M1035872⟩. ⟨hal-02287306⟩
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Yohann Tendero, Jean-Michel Morel. On the Mathematical Foundations of Computational Photography. Journal of Mathematical Imaging and Vision, 2016, 54 (3), pp.378-397. ⟨hal-02287301⟩
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Jean-Marc Thiery, Elmar Eisemann, Tamy Boubekeur. Animated Mesh Approximation With Sphere-Meshes. ACM Transactions on Graphics, Association for Computing Machinery, 2016, 35 (3), pp.30:1-30:13. ⟨hal-01444869⟩
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M.-C. Vanegas, Isabelle Bloch, J. Inglada. Fuzzy Constraint Satisfaction Problem for Model-based Image Interpretation. Fuzzy Sets and Systems, 2016, 286, pp.1-29. ⟨hal-02286978⟩
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2015

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Isabelle Audo, Kiyoko Gocho, Florence Rossant, Saddek Mohand-Said, Kevin Loquin, et al.. Functional and high-resolution retinal imaging monitoring photoreceptor damage in acute macular neuroretinopathy. Graefe's Archive for Clinical and Experimental Ophthalmology, 2015, pp.1-10. ⟨hal-02287203⟩
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Teun Baar, Hans Brettel, Maria V. Ortiz Segovia. Relating Optical and Geometric Surface Characteristics for Gloss Management in Printing Applications. Journal of Imaging Science and Technology, Society for Imaging Science and Technology, 2015, 59 (6), pp.1-14. ⟨10.2352/J.ImagingSci.Technol.2015.59.6.060404⟩. ⟨hal-02287262⟩
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https://hal.telecom-paris.fr/hal-02287262/file/Baar2016.pdf BibTex
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Isabelle Bloch. Fuzzy Sets for Image Processing and Understanding. Fuzzy Sets and Systems, 2015, 281, pp.280-291. ⟨hal-01219806⟩
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Isabelle Bloch, Alain Bretto. Corrigendum to ``Mathematical morphology on hypergraphs, application to similarity and positive kernel''. Computer Vision and Image Understanding, Elsevier, 2015, 132, pp.1-2. ⟨hal-02286995⟩
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Isabelle Bloch. Modélisation de connaissances anatomiques pour l'analyse des images médicales. La Revue de l'électricité et de l'électronique, Société de l'Électricité, de l'Électronique et des Technologies de l'Information et de la Communication, 2015, 3. ⟨hal-02287145⟩
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Isabelle Bloch, Jamal Atif. Deux approches pour la comparaison de relations spatiales floues. Transport optimal et morphologie mathématique. Revue des Sciences et Technologies de l'Information - Série RIA : Revue d'Intelligence Artificielle, Lavoisier, 2015, 29 (5), pp.595-619. ⟨10.3166/ria.29.595-619⟩. ⟨hal-01444191⟩
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Sonia Dahdouh, Elsa D. Angelini, Gilles Grangé, Isabelle Bloch. Segmentation of embryonic and fetal 3D ultrasound images based on pixel intensity distributions and shape priors. Medical Image Analysis, Elsevier, 2015, 24, pp.255-268. ⟨10.1016/j.media.2014.12.005⟩. ⟨hal-02286994⟩
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Romane Gauriau, Rémi Cuingnet, D. Lesage, Isabelle Bloch. Multi-organ localization with cascaded global-to-local regression and shape prior. Medical Image Analysis, Elsevier, 2015, 23, pp.70-83. ⟨hal-01152420⟩
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Chahira Miloudi, Florence Rossant, Isabelle Bloch, Céline Chaumette, Alexandre Leseigneur, et al.. The Negative Cone Mosaic: A New Manifestation of the Optical Stiles-Crawford Effect in Normal Eyes. Investigative Ophthalmology & Visual Science, Association for Research in Vision and Ophthalmology, 2015, 56, pp.7043-7050. ⟨hal-02287230⟩
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S. Réjichi, F. Chaabane, Florence Tupin. Expert Knowledge-Based Method for Satellite Image Time Series Analysis and Interpretation. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, IEEE, 2015, 8 (5), pp.2138 - 2150. ⟨hal-02287182⟩
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Florence Rossant, Isabelle Bloch, Itebeddine Ghorbel, Michel Paques. Parallel Double Snakes. Application to the segmentation of retinal layers in 2D-OCT for pathological subjects. Pattern Recognition, Elsevier, 2015, 48, pp.3857-3860. ⟨10.1016/j.patcog.2015.06.009⟩. ⟨hal-02559220⟩
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Marc Teichmann, Charlotte Rosso, Jean-Baptiste Martini, Isabelle Bloch, Pierre Brugières, et al.. A cortical-subcortical syntax pathway linking Broca's are and the striatum. Human Brain Mapping, Wiley, 2015, 36 (6), pp.2270-2283. ⟨hal-02287012⟩
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Beibei Wang, Xiangxu Meng, Tamy Boubekeur. Wavelet Point-Based Global Illumination. Computer Graphics Forum, Wiley, 2015, 34 (4), pp.143-154. ⟨hal-01253664⟩
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2014

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Julien Bullet, Thomas Gaujoux, Vincent Borderie, Isabelle Bloch, Laurent Laroche. A reproducible automated segmentation algorithm for corneal epithelium cell images from in vivo laser scanning confocal microscopy. Acta Ophthalmologica, 2014, 92 (4), pp.312-316. ⟨10.1111/aos.12304⟩. ⟨hal-02286850⟩
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Stéphane Calderon, Tamy Boubekeur. Point Morphology. ACM Transactions on Graphics, Association for Computing Machinery, 2014, 33 (4), pp.Art. 45. ⟨hal-01117098⟩
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Sonia Dahdouh, Nadège Varsier, Antoine Serrurier, J.P. de la Plata Alcalde, J. Anquez, et al.. A comprehensive tool for image-based generation of fetus and pregnant women mesh models for numerical dosimetry studies. Physics in Medicine and Biology, 2014, 59, pp.4583-4602. ⟨hal-02286895⟩
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Fernando de Goes, Pooran Memari, Patrick Mullen, Mathieu Desbrun. Weighted triangulations for geometry processing. ACM Transactions on Graphics, Association for Computing Machinery, 2014, 33 (3), pp.28. ⟨hal-02286599⟩
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Charles-Alban Deledalle, Florence Tupin, Xin Su. Two-Step Multitemporal Nonlocal Means for Synthetic Aperture Radar Images. IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2014, 52, pp.6181 - 6196. ⟨10.1109/tgrs.2013.2295431⟩. ⟨hal-03169399⟩
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N. Geeraert, Rémy Klausz, Lesley Cockmartin, S. Muller, Isabelle Bloch, et al.. Comparison of volumetric breast density estimations from mammography and thorax CT. Physics in Medicine and Biology, 2014, 59, pp.4391-4409. ⟨hal-02286891⟩
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Emilie Guy, Jean-Marc Thiery, Tamy Boubekeur. SimSelect: similarity-based selection for 3D surfaces. Computer Graphics Forum (Proc. EUROGRAPHICS 2014), 2014, 33 (2), pp.165-173. ⟨hal-01117089⟩
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Catherine Herold, Vincent Despiegel, Stéphane Gentric, Séverine Dubuisson, Isabelle Bloch. Recursive Head Reconstruction from Multi-View Video Sequences. Computer Vision and Image Understanding, Elsevier, 2014, 122, pp.182-201. ⟨hal-02286842⟩
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Yoann Le Montagner, Elsa D. Angelini, J.-C. Olivo-Marin. An unbiased risk estimator for image denoising in the presence of mixed Poisson-Gaussian noise. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2014, 23 (3), pp.1255-1268. ⟨hal-02286836⟩
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G. Palma, Isabelle Bloch, S. Muller. Detection of Masses and Architectural Distortions in Digital Breast Tomosynthesis Images using Fuzzy and a Contrario Approaches. Pattern Recognition, Elsevier, 2014, 47, pp.2467-2480. ⟨hal-02286843⟩
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Edoardo Provenzi, V. Caselles. A Wavelet Perspective on Variational Perceptually-Inspired Color Enhancement. International Journal of Computer Vision, 2014, 106 (2), pp.153-171. ⟨hal-02286868⟩
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Guillaume Quin, Beatrice Pinel-Puysegur, J. M. Nicolas, Philippe Loreaux. MIMOSA: An Automatic Change Detection Method for SAR Time Series. IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2014, 52 (9), pp.5349-5363. ⟨hal-02286860⟩
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Nadège Varsier, Sonia Dahdouh, Antoine Serrurier, J.P. de la Plata Alcalde, J. Anquez, et al.. Influence of pregnancy stage and fetus position on the whole-body and local exposure of the fetus to RF-EMF. Physics in Medicine and Biology, 2014, 89, pp.4913-4926. ⟨hal-02286936⟩
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2013

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J. Anquez, Elsa D. Angelini, Gilles Grangé, Isabelle Bloch. Automatic segmentation of ante-natal 3D ultrasound images. IEEE Transactions on Biomedical Engineering, Institute of Electrical and Electronics Engineers, 2013, 60 (5), pp.1388-1400. ⟨hal-02286453⟩
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N. Chenouard, Isabelle Bloch, J.-C. Olivo-Marin. Multiple Hypothesis Tracking for Cluttered Biological Image Sequences. IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers, 2013, 35 (11), pp.2736-2750. ⟨hal-02286646⟩
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Mauricio Delbracio, Andrés Almansa, Pablo Musé. Recovering the Subpixel PSF from Two Photographs at Different Distances. Image Processing On Line, IPOL - Image Processing on Line, 2013, ⟨10.5201/ipol.2013.77⟩. ⟨hal-02287086⟩
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Julie Delon, A. Desolneux. A patch-based approach for removing mixed Gaussian-impulse noise. SIAM Journal on Imaging Sciences, Society for Industrial and Applied Mathematics, 2013, 6 (2), pp.1140-1174. ⟨hal-02286426⟩
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Matthias Holländer, Tamy Boubekeur, Elmar Eisemann. Adaptive Supersampling for Deferred Anti-Aliasing. The Journal of Computer Graphics Techniques, 2013, 2 (1), pp.1-14. ⟨hal-01117130⟩
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V. Israel-Jost, Jérôme Darbon, Elsa D. Angelini, Isabelle Bloch. Conciliating Syntactic and Semantic Constraints for Multi-Phase and Multi-Channel Region Segmentation. Computer Vision and Image Understanding, Elsevier, 2013, 117 (8), pp.819-826. ⟨hal-02286521⟩
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Edoardo Provenzi. Boosting the Stability of Wavelet-Based Contrast Enhancement of Color Images Through Gamma Transformations. Journal of Modern Optics, special issue `Photometry, Colorimetry and Radiometry: Issues and Application', 2013, 60 (4), pp.1145-1150. ⟨hal-02286869⟩
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Hichem Sahbi, Lamberto Ballan, Giuseppe Serra, Alberto Del-Bimbo. Context-Dependent Logo Matching and Recognition. IEEE Transactions on Image Processing, Institute of Electrical and Electronics Engineers, 2013, 22 (3). ⟨hal-02286550⟩
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A. Shabou, J. Darbon, Florence Tupin. Multilabel partition moves for MRF optimization. Image and Vision Computing, 2013, 31, pp.14-30. ⟨hal-02286464⟩
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Jean-Marc Thiery, Julien Tierny, Tamy Boubekeur. Jacobians and Hessians of Mean Value Coordinates for Closed Triangular Meshes. The Visual Computer, Springer Verlag, 2013, 30, pp.981-995. ⟨hal-01117117⟩
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Jean-Marc Thiery, Emilie Guy, Tamy Boubekeur. Sphere-Meshes: Shape Approximation using Spherical Quadric Error Metrics. ACM Transactions on Graphics, Association for Computing Machinery, 2013, 32 (6), pp.Art. 178. ⟨hal-01117106⟩
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M.-C. Vanegas, Isabelle Bloch, J. Inglada. Alignment and parallelism for the description of high resolution remote sensing images. IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2013, 51 (6), pp.3542-3557. ⟨hal-02286386⟩
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Beibei Wang, Jing Huang, Bert Buchholz, Xiangxu Meng, Tamy Boubekeur. Factorized Point-Based Global Illumination. Computer Graphics Forum (Special Issue on EGSR 2013), 2013, 32 (4), pp.117-123. ⟨hal-01117124⟩
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2012

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Isabelle Bloch. Mathematical morphology on bipolar fuzzy sets: general algebraic framework. International Journal of Approximate Reasoning, Elsevier, 2012, 53, pp.1031-1061. ⟨hal-00721558⟩
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Isabelle Bloch. Morphologie mathématique et traitement d'images. Techniques de l'Ingenieur, Techniques de l'ingénieur, 2012, AF1515, pp.1-15. ⟨10.51257/a-v1-af1515⟩. ⟨hal-02286304⟩
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Bert Buchholz, Tamy Boubekeur. Quantized Point-Based Global Illumination. Computer Graphics Forum, Wiley, 2012, 31 (4), pp.1399-1406. ⟨hal-02286387⟩
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Quing Chen, Henri Maître, Deng Qiu-Ping. Reliable information embedding for image/video in the presence of lossy compression. Signal Processing: Image Communication, Elsevier, 2012, 27 (1), pp.66-74. ⟨hal-02286267⟩
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Mathias Eitz, Ronald Richter, Tamy Boubekeur, Kristian Hildebrand, Marc Alexa. Sketch-Based Shape Retrieval. ACM Transactions on Graphics, Association for Computing Machinery, 2012, 31 (4), pp.31:1-31:10. ⟨hal-01444935⟩
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Erkut Erdem, Séverine Dubuisson, Isabelle Bloch. Fragments Based Tracking with Adaptive Cue Integration. Computer Vision and Image Understanding, Elsevier, 2012, 116 (7), pp.827-841. ⟨10.1016/j.cviu.2012.03.005⟩. ⟨hal-00688889⟩
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Noura Faraj, Jean-Marc Thiery, Tamy Boubekeur. VoxMorph: 3-Scale Freeform Deformation of Large Voxel Grids. Computer And Graphics, 2012, 36 (5), pp.562-568. ⟨hal-02286393⟩
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A. Shabou, Florence Tupin. A Markovian Approach for DEM estimation from multiple InSAR data with atmospheric contributions. IEEE Geoscience and Remote Sensing Letters, IEEE - Institute of Electrical and Electronics Engineers, 2012, 9 (4), pp.764-768. ⟨hal-02286358⟩
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Jean-Marc Thiery, Julien Tierny, Tamy Boubekeur. CageR: Cage-based Reverse Engineering of Animated 3D Shapes. Computer Graphics Forum, Wiley, 2012, 31 (8), pp.2303-2316. ⟨hal-01117138⟩
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Jean-Marc Thiery, Bert Buchholz, Julien Tierny, Tamy Boubekeur. Analytic Curve Skeleton for 3D Surface Modeling and Processing. Computer Graphics Forum, Wiley, 2012, 31 (7), pp.2223-2232. ⟨hal-02286378⟩
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Nicolas Widynski, Séverine Dubuisson, Isabelle Bloch. Fuzzy Spatial Constraints and Ranked Partitioned Sampling Approach for Multiple Object Tracking. Computer Vision and Image Understanding, Elsevier, 2012, 116 (10), pp.1076-1094. ⟨10.1016/j.cviu.2012.07.002⟩. ⟨hal-00726666⟩
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Fei Yuan, Gui-Song Xia, Hichem Sahbi, Veronique Prinet. Mid-level Features and Spatio-temporal Context for Activity Recognition. Pattern Recognition, Elsevier, 2012, 45 (12). ⟨hal-02286448⟩
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2011

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S. Boyas, Anthony Remaud, Etienne Bisson, Sébastien Cadieux, Baptiste Morel, et al.. Impairment in postural control is greater when ankle plantarflexors and dorsiflexors are fatigued simultaneously than when fatigued separately. Gait and Posture, Elsevier, 2011, 34 (2), pp.254-259. ⟨10.1016/j.gaitpost.2011.05.009⟩. ⟨hal-02359748⟩
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Mathias Eitz, Richter Ronald, Kristian Hildebrand, Tamy Boubekeur, Marc Alexa. Photosketcher: Interactive Sketch-based Image Synthesis.. IEEE Computer Graphics and Applications, Institute of Electrical and Electronics Engineers, 2011, 31 (6), pp.56-66. ⟨hal-02278556⟩
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Mathias Eitz, Kristian Hildebrand, Tamy Boubekeur, Marc Alexa. Sketch-Based Image Retrieval: Benchmark and Bag-of-Features Descriptors. IEEE Transactions on Visualization and Computer Graphics, Institute of Electrical and Electronics Engineers, 2011, 17 (11), pp.1624 - 1636. ⟨hal-02278557⟩
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Itebeddine Ghorbel, Florence Rossant, Isabelle Bloch, Sarah Tick, Michel Paques. Automated segmentation of macular layers in OCT images and quantitative evaluation of performances. Pattern Recognition, Elsevier, 2011, 44 (8), pp.1590-1603. ⟨10.1016/j.patcog.2011.01.012⟩. ⟨hal-02559230⟩
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Patrick Mullen, Pooran Memari, Fernando de Goes, Mathieu Desbrun. Hodge-optimized triangulations. ACM Transactions on Graphics, Association for Computing Machinery, 2011, 30 (4), pp.103,1-12. ⟨hal-02286600⟩
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Florence Rossant, Maddalena Badellino, Alexandre Chavillon, Isabelle Bloch, Michel Pâques. A Morphological Approach for Vessel Segmentation in Eye Fundus Images, with Quantitative Evaluation. Journal of Medical Imaging and Health Informatics, American Scientific Publishers, 2011, 1, pp.42 - 49. ⟨10.1166/jmihi.2011.1006⟩. ⟨hal-02559261⟩
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Kenshi Takayama, Ryan Schmidt, Karan Singh, Takeo Igarashi, Tamy Boubekeur, et al.. GeoBrush: Interactive Mesh Geometry Cloning. Computer Graphics Forum - Eurographics , 2011, 30 (2), pp.613-622. ⟨hal-02278559⟩
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2010

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Hong Tang, Henri Maître, Nozha Boujemaa, Weiguo Jiang. On the relevance of linear discriminative features. Information Sciences, Elsevier, 2010, 180 (18), pp.3422-3433. ⟨10.1016/j.ins.2010.05.027⟩. ⟨hal-02286268⟩
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2008

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Marc Alexa, Tamy Boubekeur. Subdivision Shading. ACM Transactions on Graphics, Association for Computing Machinery, 2008, 27 (5), pp.142:1-4. ⟨hal-02286589⟩
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Tamy Boubekeur, Marc Alexa. Phong Tessellation. ACM Transactions on Graphics, Association for Computing Machinery, 2008, 27 (5), pp.141:1-5. ⟨hal-02286591⟩
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2007

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Florence Rossant, Isabelle Bloch. Robust and Adaptive OMR System Including Fuzzy Modeling, Fusion of Musical Rules, and Possible Error Detection. EURASIP Journal on Advances in Signal Processing, SpringerOpen, 2007, ⟨10.1155/2007/81541⟩. ⟨hal-02559245⟩
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2004

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Florence Rossant, Isabelle Bloch. A fuzzy model for optical recognition of musical scores. Fuzzy Sets and Systems, Elsevier, 2004, 141, pp.165 - 201. ⟨10.1016/S0165-0114(03)00094-0⟩. ⟨hal-02559237⟩
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Conference papers

2022

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Robin Kips, Panagiotis-Alexandros Bokaris, Matthieu Perrot, Pietro Gori, Isabelle Bloch. Hair Color Digitization through Imaging and Deep Inverse Graphics. Electronic Imaging (EI), Jan 2022, Virtual, France. ⟨hal-03561209⟩
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https://hal.telecom-paris.fr/hal-03561209/file/Arxiv.pdf BibTex
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Matthis Maillard, Anton François, Joan Glaunès, Isabelle Bloch, Pietro Gori. A Deep Residual Learning Implementation of Metamorphosis. IEEE ISBI 2022, Mar 2022, Kolkata, India. ⟨hal-03552709⟩
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Rebeca Vétil, Alexandre Bône, Marie-Pierre Vullierme, Marc-Michel Rohé, Pietro Gori, et al.. Improving The Automatic Segmentation Of Elongated Organs Using Geometrical Priors. IEEE International Symposium on Biomedical Imaging (ISBI 2022 ), Mar 2022, Kolkata, India. ⟨hal-03628860⟩
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2021

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Raphaël Achddou, J. Matias Di Martino, Guillermo Sapiro. Nested Learning for Multi-Level Classification. ICASSP, Jun 2021, Toronto (virtuel), Canada. ⟨hal-03177336⟩
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Raphaël Achddou, Yann Gousseau, Saïd Ladjal. Synthetic images as a regularity prior for image restoration neural networks. Eighth International Conference on Scale Space and Variational Methods in Computer Vision (SSVM)., May 2021, Cabourg (virtuel), France. ⟨hal-03186499⟩
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Isabelle Bloch, Marie-Jeanne Lesot. Vers une formulation floue des explications par contraste. Rencontres Francophones sur la Logique Floue et ses Applications (LFA), Oct 2021, Paris, France. ⟨hal-03325478⟩
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Isabelle Bloch, Samy Blusseau, Ramón Pino Pérez, Élodie Puybareau, Guillaume Tochon. On Some Associations Between Mathematical Morphology and Artificial Intelligence. DGMM 2021: Discrete Geometry and Mathematical Morphology, May 2021, Uppsala, Sweden. pp.457-469, ⟨10.1007/978-3-030-76657-3_33⟩. ⟨hal-03237697⟩
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Ferdaous Chaabane, Safa Réjichi, Florence Tupin. SELF-ATTENTION GENERATIVE ADVERSARIAL NETWORKS FOR TIMES SERIES VHR MULTISPECTRAL IMAGE GENERATION. IGARSS 21, Jul 2021, Bruxelles, Belgium. ⟨hal-03561655⟩
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Y. Chemli, M.-A. Tétrault, M. Normandin, Thibault Marin, Isabelle Bloch, et al.. Super-resolution in brain PET Using a Real Time Motion Capture System. Journal of Nuclear Medicine (SNMMI Meeting Report), Jun 2021, (virtual), United States. ⟨hal-03325481⟩
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Vincent Couteaux, Mathilde Trintignac, Olivier Nempont, Guillaume Pizaine, Anna Sesilia Vlachomitrou, et al.. Cooperating Networks To Enforce A Similarity Constraint In Paired But Unregistered Multimodal Liver Segmentation. 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), Apr 2021, Nice, France. pp.753-756, ⟨10.1109/ISBI48211.2021.9433767⟩. ⟨hal-03325482⟩
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Emanuele Dalsasso, Inès Meraoumia, Loïc Denis, Florence Tupin. Exploiting multi-temporal information for improved speckle reduction of Sentinel-1 SAR images by deep learning. IGARSS 2021, Jul 2021, Bruxelles (virtual), Belgium. ⟨hal-03129020⟩
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Emanuele Dalsasso, Loïc Denis, Florence Tupin. How to handle spatial correlations in SAR despeckling? Resampling strategies and deep learning approaches. EUSAR 2021: 13th European Conference on Synthetic Aperture Radar, Mar 2021, Leipzig (virtual), Germany. pp.1-6. ⟨hal-02538046v2⟩
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Loïc Denis, Emanuele Dalsasso, Florence Tupin. A review of deep-learning techniques for SAR image restoration. IGARSS 2021, Jul 2021, Bruxelles (virtual), Belgium. ⟨ujm-03123042⟩
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Y. Djebra, Isabelle Bloch, Georges El Fakhri, Chao Ma. Manifold learning via tangent space alignment for accelerated dynamic MR imaging with highly undersampled (k,t)-data. 2021 ISMRM & SMRT Annual Meeting & Exhibition, May 2021, (virtual), United States. ⟨hal-03325480⟩
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Benoit Dufumier, Pietro Gori, Julie Victor, Antoine Grigis, Edouard Duchesnay. Conditional Alignment and Uniformity for Contrastive Learning with Continuous Proxy Labels. Med-NeurIPS - Workshop NeurIPS, Dec 2021, Vancouver, Canada. ⟨hal-03523114⟩
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Benoit Dufumier, Pietro Gori, Julie Victor, Antoine Grigis, Michel Wessa, et al.. Contrastive Learning with Continuous Proxy Meta-Data for 3D MRI Classification. MICCAI, Sep 2021, Strasbourg (virtuel), France. ⟨hal-03262256⟩
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Anton François, Pietro Gori, Joan Glaunès. Metamorphic image registration using a semi-Lagrangian scheme. GSI2021 - Geometric Science of Information, Jul 2021, Paris, France. ⟨hal-03225754⟩
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Nicolas Gasnier, Emanuele Dalsasso, Loïc Denis, Florence Tupin. Despeckling Sentinel-1 GRD images by deep learning and application to narrow river segmentation. IGARSS 2021, Jul 2021, Bruxelles, Belgium. ⟨hal-03129006⟩
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https://arxiv.org/pdf/2102.00692 BibTex
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Nicolas Gasnier, Loïc Denis, Florence Tupin. Generalized Likelihood Ratio Tests for Linear Structure Detection in SAR Images. EUSAR 2021: 13th European Conference on Synthetic Aperture Radar, Mar 2021, Leipzig (virtual), Germany. ⟨hal-03095246⟩
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Alban Gauthier, Jean-Marc Thiery, Tamy Boubekeur. MatMorpher: A Morphing Operator for SVBRDFs. Eurographics Symposium on Rendering, Jun 2021, Saarbrücken, France. ⟨hal-03356509⟩
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Karine Haddadi, Serge Muller, Isabelle Bloch. Validation Of A Bi-Energetic Spectrum Approximation In Bone Mineral Density Measurement With A DXA Digital Twin. 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), Apr 2021, Nice, France. pp.380-384, ⟨10.1109/ISBI48211.2021.9433940⟩. ⟨hal-03325483⟩
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Robin Kips, Ruowei Jiang, Sileye Ba, Edmund Phung, Parham Aarabi, et al.. Deep Graphics Encoder for Real-Time Video Makeup Synthesis from Example. CVPR Workshop Computer Vision for Fashion Art and Design, Jun 2021, Nashville (Virtual), United States. ⟨hal-03261346⟩
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Giammarco La Barbera, Pietro Gori, Haithem Boussaid, Bruno Belucci, Alessandro Delmonte, et al.. Automatic size and pose homogenization with Spatial Transformer Network to improve and accelerate pediatric segmentation. ISBI 2021 - IEEE International Symposium on Biomedical Imaging, Apr 2021, Nice, France. pp.1773-1776, ⟨10.1109/ISBI48211.2021.9434090⟩. ⟨hal-03131980⟩
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https://hal.telecom-paris.fr/hal-03131980/file/ISBI2021_FINAL_VERSION.pdf BibTex
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Robin Louiset, Pietro Gori, Benoit Dufumier, Josselin Houenou, Antoine Grigis, et al.. UCSL : A Machine Learning Expectation-Maximization framework for Unsupervised Clustering driven by Supervised Learning. ECML/PKDD, Sep 2021, Bilbao, Spain. ⟨hal-03277176⟩
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Hugo Oliveira, Larissa Dias, Suely Ferraciolli, Marcelo Takahashi, José Maciel, et al.. Automatic Segmentation of Posterior Fossa Structures in Pediatric Brain MRIs. Conference on Graphics, Patterns and Images (SIBGRAPI), Oct 2021, Gramado (virtual), Brazil. ⟨hal-03325477⟩
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Arthur Ouaknine, Alasdair Newson, Julien Rebut, Florence Tupin, Patrick Perez. CARRADA Dataset: Camera and Automotive Radar with Range-Angle-Doppler Annotations. 2020 25th International Conference on Pattern Recognition (ICPR), Jan 2021, Milan (virtual), Italy. ⟨10.1109/icpr48806.2021.9413181⟩. ⟨hal-03324378⟩
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Arthur Ouaknine, Alasdair Newson, Patrick Pérez, Florence Tupin, Julien Rebut. Multi-View Radar Semantic Segmentation. International Conference on Computer Vision (ICCV) 2021, Oct 2021, Montreal (virtual), Canada. ⟨hal-03324900⟩
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Béatrice Pinel-Puysségur, Luca Maggiolo, Michel Roux, Nicolas Gasnier, David Solarna, et al.. EXPERIMENTAL COMPARISON OF REGISTRATION METHODS FOR MULTISENSOR SAR-OPTICAL DATA. IGARSS, 2021, Bruxelles, Belgium. ⟨hal-03325418⟩
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Clément Rambour, Loïc Denis, Florence Tupin. 3D Buildings Reconstruction with SAR Tomography Guided by Partial Footprints Information. EUSAR 2021, Mar 2021, VIRTUEL, Germany. ⟨hal-03244795⟩
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Hugo Thimonier, Julien Despois, Robin Kips, Perrot Matthieu. Learning Long-Term Style-Preserving Blind Video Temporal Consistency. IEEE International Conference on Multimedia and Expo, Jul 2021, Virtual, France. ⟨hal-03204046⟩
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2020

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Valérie Beaudouin, Isabelle Bloch, David Bounie, Stéphan Clémençon, Florence d'Alché-Buc, et al.. Identifying the "Right" Level of Explanation in a Given Situation. First International Workshop on New Foundations for Human-Centered AI (NeHuAI), Sep 2020, Santiago de Compostella, Spain. pp.63. ⟨hal-02507316⟩
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Isabelle Bloch. On linguistic descriptions of image content. Rencontres Francophones sur la Logique Floue et ses Applications (LFA), 2020, Sete, France. pp.57-64. ⟨hal-02927639⟩
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Isabelle Bloch, Samy Blusseau, Ramon Pino Pérez. Mathematical Morphology and Artificial Intelligence. 24th European Conference on Artificial Intelligence (ECAI), Aug 2020, Santiago de Compostela (Digital), Spain. ⟨hal-03108117⟩
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David Bounie, S. Clémencon, Florence d'Alché-Buc, James Eagan, Winston Maxwell, et al.. Identifyin the "right'' level of explanation in a given situation. 1st International Workshop on New Foundations for Human-Centered AI (NeHuAI) at ECAI-2020, September 4, 2020. Online at http://ceur-ws.org/Vol-2659/, 2020, Santiago de Compostela, Spain. pp.63-66. ⟨hal-02916163⟩
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Alessandra Budillon, Loïc Denis, Clément Rambour, Gilda Schirinzi, Florence Tupin. Regularized SAR Tomography Approaches. IGARSS (IEEE International Geoscience and Remote Sensing Symposium), Sep 2020, Hawaï, United States. ⟨hal-02954656⟩
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Ferdaous Chaabane, Safa Réjichi, Florence Tupin. COMPARISON BETWEEN MULTITEMPORAL GRAPH BASED CLASSICAL LEARNING AND LSTM MODEL CLASSIFICATIONS FOR SITS ANALYSIS. IGARSS (International Conference on Geoscience and Remote Sensing), Sep 2020, Hawaï, United States. ⟨hal-02954635⟩
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Y. Chemli, M.-A. Tétrault, T. Marin, M. Toussaint, Isabelle Bloch, et al.. Motion Correction for brain PET using a Real Time Motion Capture System. IEEE Nuclear Science Symposium (NSS) and Medical Imaging Conference (MIC), 2020, Boston, USA, United States. ⟨hal-02916170⟩
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Jérémy Chopin, Jean-Baptiste Fasquel, Harold Mouchère, Isabelle Bloch, Rozenn Dahyot. Méthode d’analyse sémantique d’images combinant apprentissage profond et relations structurelles par appariement de graphes. Rencontres des Jeunes Chercheur·ses en Intelligence Artificielle (RJCIA 2020), Jun 2020, Angers, France. ⟨hal-02882043⟩
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Jérémy Chopin, Jean-Baptiste Fasquel, Harold Mouchère, R. Dayot, Isabelle Bloch. Semantic image segmentation based on spatial relationships and inexact graph matching. International Conference on Image Processing Theory, Tools and Applications (IPTA), Nov 2020, Paris, France. ⟨10.1109/IPTA50016.2020.9286611⟩. ⟨hal-02916165⟩
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Y. Djebra, T. Marin, P. Han, Y. Chemli, Isabelle Bloch, et al.. MR based PET motion correction for irregular respiratory motion. IEEE Nuclear Science Symposium (NSS) and Medical Imaging Conference (MIC), 2020, Boston, USA, United States. ⟨hal-02916169⟩
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G. Franchi, A. Bursuc, E. Aldea, Séverine Dubuisson, Isabelle Bloch. TRADI: Tracking deep neural network weight distributions. European Conference on Computer Vision (ECCV), 2020, Glasgow, United Kingdom. ⟨hal-02916159⟩
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G. Franchi, E. Aldea, Séverine Dubuisson, Isabelle Bloch. Tracking hundreds of people in densely crowded scenes with particle filtering supervising deep convolutional neural networks. IEEE International Conference on Image Processing (ICIP), 2020, Abu Dhabi, Unknown Region. ⟨hal-02916158⟩
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Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch. One Versus all for deep Neural Network Incertitude (OVNNI) quantification. NeurIPS workshop on Bayesian Deep Learning, Dec 2020, Vancouver, Canada. ⟨hal-03097063⟩
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Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch. TRADI: Tracking deep neural network weight distributions. 16th European Conference on Computer Vision. ECCV 2020, Aug 2020, Online Event, France. ⟨hal-02922336⟩
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Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Séverine Dubuisson, Isabelle Bloch. Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification. NeurIPS workshop on Bayesian Deep Learning, Dec 2020, Vancouver, Canada. ⟨hal-03097035v2⟩
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Jeanne Goulin, Pierre Meignan, Thomas Blanc, Alessandro Delmonte, Quoc Peyrot, et al.. Introduction of 3D Modeling and Peripheral Nerve Tractography in the Management of Pelvic Tumors. 52th Congress of the International Society of Paediatric Oncology (SIOP), 2020, (virtual), France. ⟨hal-03322833⟩
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Minhao Hu, Matthis Maillard, Ya Zhang, Tommaso Ciceri, Giammarco La Barbera, et al.. Knowledge distillation from multi-modal to mono-modal segmentation networks. MICCAI, Oct 2020, Lima, Peru. pp.772-781. ⟨hal-02899529⟩
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Emmanouil Karystinaios, Corentin Guichaoua, Moreno Andreatta, Louis Bigo, Isabelle Bloch. Musical genre descriptor for classification based on Tonnetz trajectories. Journées d'Informatique Musicale, Oct 2020, Strasbourg, France. ⟨hal-03031287⟩
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R. Kips, M. Perrot, P. Gori, Isabelle Bloch. CA-GAN: Weakly Supervised Color Aware GAN for Controllable Makeup Transfer. European Conference on Computer Vision (ECCV) - Workshop AIM, 2020, Glasgow, United Kingdom. ⟨hal-02916168⟩
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P. Lascabettes, Isabelle Bloch, C. Agon. Analyse de représentations spatiales de la musique par des opérateurs simples de morphologie mathématique. Journées d'Informatique Musicale, 2020, Strasbourg (en ligne), France. ⟨hal-02916160⟩
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Soundouss Messoudi, Sylvain Rousseau, Sébastien Destercke. Prédiction conformelle profonde pour des modèles robustes. 20ème Conférence Extraction et Gestion des Connaissances (EGC 2020), Jan 2020, Bruxelles, Belgique. ⟨hal-02469294⟩
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Gasnier Nicolas, Loïc Denis, Florence Tupin. Détection de structures linéiques dans les images radar à synthèse d'ouverture par test de ratio de vraisemblance généralisé. CAP-RFIAP 2020, Jun 2020, Vannes, France. ⟨hal-03112940⟩
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A. Pirovano, H. Heuberger, S. Berlemont, S. Ladjal, Isabelle Bloch. Improving Interpretability for Computer-aided Diagnosis tools on Whole Slide Imaging with Multiple Instance Learning and Gradient-based Explanations. Workshop iMIMIC at MICCAI, 2020, Lima, Peru. pp.43-53. ⟨hal-02916164⟩
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M. Riva, F. Yger, P. Gori, R. Cesar, Isabelle Bloch. Template-Based Graph Clustering. ECML-PKDD, Workshop on Graph Embedding and Mining (GEM), 2020, Ghent, Belgium. ⟨hal-02916167⟩
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I. Trimeche, F. Rossant, Isabelle Bloch, M. Paques. Fully automatic CNN-based segmentation of retinal bifurcations in 2D adaptive optics ophthalmoscopy images. International Conference on Image Processing Theory, Tools and Applications (IPTA), 2020, Paris, France. ⟨hal-02916166⟩
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Kiwon Um, Robert Brand, Fei Yun, Philipp Holl, Nils Thuerey. Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers. Neural Information Processing Systems (NeurIPS), Dec 2020, Vancouver, Canada. pp.6111-6122. ⟨hal-03142245⟩
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2019

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Rémy Abergel, Loïc Denis, Florence Tupin, Saïd Ladjal, Charles-Alban Deledalle, et al.. Resolution-Preserving Speckle Reduction of SAR Images: the Benefits of Speckle Decorrelation and Targets Extraction. 2019 IEEE International Geoscience and Remote Sensing Symposium, Jul 2019, Yokohama, Japan. ⟨10.1109/IGARSS.2019.8900036⟩. ⟨hal-02148907⟩
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Carlos Agon, Moreno Andreatta, Jamal Atif, Isabelle Bloch. Mathematical Morphology and Musical Representations. 42e journée ISS France, 2019, Paris, France. ⟨hal-02288081⟩
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Isabelle Bloch, Alain Bretto. A New Entropy for Hypergraphs. Discrete Geometry for Computer Imagery, DGCI 2019, Mar 2019, Marne-la-Vallée, France. pp.143-154. ⟨hal-02125885⟩
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Isabelle Bloch. Mathematical Morphology on a Few Discrete Structures. Workshop on Digital Topology and Mathematical Morphology, 2019, Paris, France. ⟨hal-02288080⟩
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Isabelle Bloch. Knowledge Representation and Model-based Image Understanding. Plate-Forme d'Intelligence Artificielle (PFIA), 2019, Toulouse, France. ⟨hal-02288077⟩
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Isabelle Bloch. Medical imaging and AI. Journées Francophones de Radiologie, 2019, Paris, France. ⟨hal-02916155⟩
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Samy Blusseau, Yunxiang Zhang, Santiago Velasco-Forero, Isabelle Bloch, Jesus Angulo. Pruning neural networks thanks to morphological layers. 15th International Congress for Stereology and Image Analysis, 2019, Aarhus, Denmark. pp.17. ⟨hal-02288078⟩
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F. Chaabane, S. Réjichi, Chayma Kefi, Ismail Haytem, Florence Tupin. Anarchic Urban Expansion Detection and Monitoring with Integration of Expert Knowledge. ICASSP, May 2019, Brighton, United Kingdom. ⟨hal-02412412⟩
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Ferdaous Chaabane, Safa Rejichi, Chayma Kefi, Ismail Haythem, Florence Tupin. VHR satellite image time series analysis for illegal building monitoring using multi-dimensional histogram earth mover's distance. IGARSS, Aug 2019, Yokohama, Japan. ⟨hal-02288089⟩
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Vincent Couteaux, O. Nempont, Guillaume Pizaine, Isabelle Bloch. Towards Interpretability of Segmentation Networks by analyzing DeepDreams. iMIMIC Workshop at MICCAI 2019: Interpretability of Machine Intelligence in Medical Image Computing, 2019, Shenzhen, China. pp.56-63. ⟨hal-02288076⟩
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Alessandro Delmonte, Corentin Mercier, Johan Pallud, Isabelle Bloch, Pietro Gori. White matter multi-resolution segmentation using fuzzy set theory. ISBI 2019 - IEEE International Symposium on Biomedical Imaging, Apr 2019, Venice, Italy. ⟨hal-01983010v2⟩
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https://hal.archives-ouvertes.fr/hal-01983010/file/Isbi2019Errata.pdf BibTex
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L. Denis, Charles-Alban Deledalle, Florence Tupin. From patches to deep learning: combining self-similarity and neural networks for SAR image despeckling. IGARSS, Jul 2019, Yokohama, Japan. ⟨hal-02412413⟩
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Loïc Denis, Charles-Alban Deledalle, Florence Tupin. From Patches to Deep Learning: Combining Self-Similarity and Neural Networks for Sar Image Despeckling. 2019 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2019), Jul 2019, Yokohama, Japan. pp.5113-5116, ⟨10.1109/IGARSS.2019.8898473⟩. ⟨ujm-03114605⟩
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Alexandre Durandeau, Jean-Baptiste Fasquel, Isabelle Bloch, Edouard Mazerand, Philippe Menei, et al.. Structural information and (hyper)graph matching for MRI piglet brain extraction. 10th International Conference on Pattern Recognition Systems (ICPRS), 2019, Tours, France. pp.76-81. ⟨hal-02288061⟩
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Giampaolo Ferraioli, Loïc Denis, Charles-Alban Deledalle, Florence Tupin. THE EXPLOITATION OF THE NON LOCAL PARADIGM FOR SAR 3D RECONSTRUCTION. IGARSS (International Geoscience and Remote Sensing Symposium), Jul 2019, Yokohama, Japan. ⟨hal-02374544⟩
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Jean Feydy, Pierre Roussillon, Alain Trouvé, Pietro Gori. Fast and Scalable Optimal Transport for Brain Tractograms. MICCAI 2019, Oct 2019, Shenzhen, China. ⟨hal-02264177⟩
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Gianni Franchi, E. Aldea, S. Dubuisson, Isabelle Bloch. Crowd Behaviour Characterization for Scene Tracking. IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS), 2019, Taipei, Taiwan. ⟨hal-02288288⟩
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Manon Gosselin, Jean-Charles Méaudre, Yohann Tendero, Philippe Dillmann, Florian Téreygeol. Barra ferri rotonda in Castel-Minier in the XVth century: from the semi- product to final object, a morphological and metallographic study. Archaemetallurgy in Europe 2019, Jun 2019, Miskolch, Hungary. ⟨hal-02297052⟩
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Alexandre Goy, Marc Aiguier, Isabelle Bloch. From Structuring Elements to Structuring Neighborhood Systems. 14th International Symposium on Mathematical Morphology (ISMM), 2019, Saarbr\"ucken, Germany. pp.16-28, ⟨10.1007/978-3-030-20867-7_2⟩. ⟨hal-02288568⟩
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Giammarco La Barbera, Isabelle Bloch, Gonzalo Barraza, Catherine Adamsbaum, Pietro Gori. Robust Segmentation of Corpus Callosum in Multi-Scanner Pediatric T1-w MRI Using Transfer Learning. Organization for Human Brain Mapping, Jun 2019, Rome, Italy. ⟨hal-02934231⟩
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Giammarco La Barbera, Isabelle Bloch, Gonzalo Barraza, Catherine Adamsbaum, Pietro Gori. Robust Segmentation of Corpus Callosum in Multi-Scanner Pediatric T1-w MRI using Transfer Learning. Human Brain Mapping, 2019, Rome, Italy. ⟨hal-02288082⟩
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P. Meignan, C. Muller, M. Belle, Q. Peyrot, A. Delmonte, et al.. Etude du développement du système nerveux périphérique pelvien : du foetus à l'enfant porteur de malformations et tumeurs pelviennes. 76e Congrès de Chirurgie Pédiatrique, 2019, Strasbourg, France. ⟨hal-02353061⟩
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Cécile Muller, Alessandro Delmonte, Pierre Meignan, Quoc Peyrot, Alessio Virzi, et al.. Nervous System Exploration Using Tractography To Enhance Pelvic Surgery. Surgetica, 2019, Rennes, France. ⟨hal-02288083⟩
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C. Muller, A. Delmonte, P. Meignan, Q. Peyrot, A. Virzi, et al.. Etude exploratoire du réseau nerveux pelvien par tractographie. 76e Congrès de Chirurgie Pédiatrique, 2019, Strasbourg, France. ⟨hal-02353060⟩
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Q. Peyrot, C. Muller, A. Virzi, A. Delmonte, P. Meignan, et al.. Reconstruction 3D en IRM du pelvis de l'enfant : segmentation des structures osseuses par intelligence artificielle. 76e Congrès de Chirurgie Pédiatrique, 2019, Strasbourg, France. ⟨hal-02353063⟩
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Bastien Ponchon, Santiago Velasco-Forero, Samy Blusseau, Jesus Angulo, Isabelle Bloch. Part-based approximations for morphological operators using asymmetric auto-encoders. International Symposium on Mathematical Morphology, Jul 2019, Saarbrücken, Germany. ⟨hal-02071470v2⟩
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Clement Rambour, Loïc Denis, Florence Tupin, Hélène Oriot. Urban surface recovery through graph-cuts over SAR tomographic reconstruction. JURSE, May 2019, VANNES, France. ⟨hal-02288072⟩
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Sylvain Rousseau, Corentin Mercier, Pietro Gori, Isabelle Bloch, Tamy Boubekeur. QFib: Fast and Accurate Compression of White Matter Tractograms. Human Brain Mapping, 2019, Rome, Italy. ⟨hal-02288567⟩
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Pierre Roussillon, Jean-Marc Thiery, Isabelle Bloch, Pietro Gori. Appariement difféomorphique robuste de faisceaux neuronaux. GRETSI 2019, Aug 2019, Lille, France. ⟨hal-02264180⟩
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Ruben Sanchez de la Rosa, A.-K. Carton, P. Milioni de Carvalho, Isabelle Bloch, S. Muller. Analysis of CEDBT and CESM performance using a realistic X-ray simulation platform. IEEE International Symposium on Biomedical Imaging (ISBI), 2019, Venice, Italy. pp.1070-1073. ⟨hal-02288001⟩
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Carlos Tor-Díez, Chi-Hieu Pham, Hélène Meunier, Sylvain Faisan, Isabelle Bloch, et al.. Evaluation of cortical segmentation pipelines on clinical neonatal MRI data. Engineering in Medicine and Biology Conference (EMBC), 2019, Berlin, Germany. pp.6553-6556, ⟨10.1109/EMBC.2019.8856795⟩. ⟨hal-01896545⟩
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Carlos Tor-Díez, Sylvain Faisan, Loïc Mazo, Nathalie Bednarek, Hélène Meunier, et al.. Multilabel, multiscale topological transformation for cerebral MRI segmentation post-processing. International Symposium on Mathematical Morphology (ISMM), 2019, Saarbrücken, Germany. pp.471-482, ⟨10.1007/978-3-030-20867-7_36⟩. ⟨hal-01982972⟩
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Iyed Trimeche, Florence Rossant, Isabelle Bloch, M. Pâques. Segmentation et caractérisation des bifurcations artérielles rétiniennes dans des images 2D d’optique adaptative. GRETSI, 2019, Lille, France. ⟨hal-02288064⟩
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Iyed Trimeche, Florence Rossant, Isabelle Bloch, M. Pâques. Segmentation of retinal arterial bifurcations in 2D adaptive optics ophtalmoscopy images. IEEE International Conference on Image Processing, 2019, Taipei, Taiwan. pp.1490-1494. ⟨hal-02288065⟩
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Iyed Trimeche, Florence Rossant, Isabelle Bloch, Michel Pâques. SEGMENTATION OF RETINAL ARTERIAL BIFURCATIONS IN 2D ADAPTIVE OPTICS OPHTHALMOSCOPY IMAGES. International Conference on Image Processing, Sep 2019, TAIPEI, Taiwan. ⟨10.1109/ICIP.2019.8803076⟩. ⟨hal-02559281⟩
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Florence Tupin. From ERS to Sentinel: processing and analysis of multi-temporal SAR series and applications to urban areas. JURSE, May 2019, Vannes, France. ⟨hal-02412414⟩
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Florence Tupin, Loïc Denis, Charles-Alban Deledalle, Giampaolo Ferraioli. TEN YEARS OF PATCH-BASED APPROACHES FOR SAR IMAGING: A REVIEW. IGARSS (International Geoscience and Remote Sensing Symposium), Jul 2019, Yokohama, Japan. ⟨hal-02374531⟩
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Santiago Velasco-Forero, Bastien Ponchon, Samy Blusseau, Jesus Angulo, Isabelle Bloch. On approximating mathematical morphology operators via deep learning techniques. 15th International Congress for Stereology and Image Analysis, 2019, Aarhus, Denmark. pp.51. ⟨hal-02288566⟩
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Xiangli Yang, L. Denis, Florence Tupin, Wen Yang. SAR image despeckling using pre-trained convolutional neural network models. JURSE, May 2019, Vannes, France. ⟨hal-02292438⟩
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Yunxiang Zhang, Samy Blusseau, Santiago Velasco-Forero, Isabelle Bloch, Jesus Angulo. Max-plus Operators Applied to Filter Selection and Model Pruning in Neural Networks. International Symposium on Mathematical Morphology, Jul 2019, Saarbrücken, Germany. ⟨hal-02071450v2⟩
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2018

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Marc Aiguier, Isabelle Bloch. Dual Logic Concepts based on Mathematical Morphology in Stratified Institutions: Applications to Spatial Reasoning. World Congress and School on Universal Logic (UNILOG 2018), Jun 2018, Vichy, France. ⟨hal-02287722⟩
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Tamy Boubekeur. 4 Leaf Clover RenderingImproving Monte Carlo Path Tracing with Double hierarchies and collaborative denoising. Imperial College Graphics Seminar, Jan 2018, London, United Kingdom. ⟨hal-02412330⟩
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Tamy Boubekeur. 3D Completion in Computer Graphics: from non-local reconstruction to interactive geometry cloning. Technicolor Workshop on Multimedia Inpainting, Feb 2018, Rennes, France. ⟨hal-02287820⟩
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Igor Ciril, Jérôme Darbon, Yohann Tendero. A Simple and Exact Algorithm to Solve l1 Linear Problems: Application to the Compressive Sensing Method. Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications; VISAPP, Jan 2018, Fuchal, Portugal. pp.54-62, ⟨10.5220/0006624600540062⟩. ⟨hal-02287733⟩
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Charles-Alban Deledalle, L. Denis, Florence Tupin. MULOG: A GENERIC VARIANCE-STABILIZATION APPROACH FOR SPECKLE REDUCTION IN SAR INTERFEROMETRY AND SAR POLARIMETRY. IGARSS, Jul 2018, Valencia, Spain. ⟨hal-01860246⟩
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Charles-Alban Deledalle, L. Denis, Florence Tupin. Speckle reduction in PolSAR by multi-channel variance stabilization and Gaussian denoising: MuLoG. EUSAR, Jun 2018, Aachen, Germany. ⟨hal-01860234⟩
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Maxime Fondin, Pietro Gori, Catherine Adamsbaum, Isabelle Bloch. Segmentation automatique des ovaires et des follicules en IRM pour le calcul de la volumétrie ovarienne et le comptage folliculaire. Journées Francophones de Radiologique Diagnostique et Interventionnelle (JFR), Oct 2018, Paris, France. pp.952. ⟨hal-02412367⟩
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Chenguang Liu, Rémy Abergel, Yann Gousseau, Florence Tupin. A line segment detector for SAR images with controlled false alarm rate. IGARSS, Jul 2018, Valencia, Spain. ⟨hal-01860265⟩
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Henri Maître. Imagerie satellitaire et IA : que font les réseaux de neurones profonds. AG du Réseau Spatial de l'Université Paris-Saclay, Mar 2018, Saclay, France. ⟨hal-02412336⟩
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Henri Maître. Peut-on mesurer la beauté d’une photo ?. RFIA, Jun 2018, Marne La Vallée, France. ⟨hal-02412338⟩
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Henri Maître. Automatic Appreciation of Aesthetics in Photography: Where are we going?. Image Processing for Art Investigation (IP4AI), Jun 2018, Ghent, Belgium. ⟨hal-02287905⟩
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Henri Maître. Une belle photo est-elle universellement belle ?. Journée Traitement du signal et des images pour l'art et le patrimoine, GdR ISIS, Mar 2018, Paris, France. ⟨hal-02412337⟩
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Eva Mille, Cécile Muller, Alessio Virzi, Pietro Gori, Jean-Baptiste Marret, et al.. Appraisal of sacral nerve injury by pelvic neurotractography after robotic surgery for a sacral neurofibroma in a 12 years old girl. 19th European Congress of Pediatric Surgery, Jun 2018, Paris, France. ⟨hal-02287841⟩
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Cécile Muller, Alessio Virzi, Jean-Baptiste Marret, Eva Mille, C Cretolle, et al.. Analysis of the sacral plexus anatomy using diffusion tensor MRI based neurotractography, according to spinal dysraphism, sacral anomaly and type of anorectal malformation. 19th European Congress of Pediatric Surgery, Jun 2018, Paris, France. ⟨hal-02287843⟩
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Cécile Muller, Alessio Virzi, Jean-Baptiste Marret, Eva Mille, Laureline Berteloot, et al.. 3D patient specific models from MRI segmentation and tractography to enhance surgery planning of pelvic tumors and malformations. 19th European Congress of Pediatric Surgery, Jun 2018, Paris, France. ⟨hal-02287840⟩
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Elodie Puybareau, Yongchao Xu, Joseph Chazalon, Isabelle Bloch, Thierry GÉraud. Segmentation des hyper-intensités de la matière blanche en quelques secondes à l'aide d'un réseau de neurones convolutif et de transfert d'apprentissage. Reconnaissance des Formes, Image, Apprentissage et Perception, Jun 2018, Marne-la-Vallée, France. ⟨hal-02287925⟩
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Clement Rambour, L. Denis, Florence Tupin, Jean-Marie Nicolas, Hélène Oriot. SAR TOMOGRAPHY OF URBAN AREAS: 3D REGULARIZED INVERSION IN THE SCENE GEOMETRY. IGARSS, Jul 2018, Valencia, Spain. ⟨hal-01860253⟩
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Aymeric Reshef, Cyril Riddell, Yves Tousset, Saïd Ladjal, Isabelle Bloch. Direct backprojection-filtration formula for region-of-interest imaging with few additional projections. Fifth International Conference on Image Formation in X-Ray Computed Tomography, May 2018, Salt Lake City, Utah, United States. ⟨hal-02288517⟩
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Aymeric Reshef, Tina Nikoukhah, Cyril Riddell, Yves Tousset, Saïd Ladjal, et al.. Region-of-interest imaging with differentiated backprojection and angularly subsampled complementary sinograms. Fifth International Conference on Image Formation in X-Ray Computed Tomography, May 2018, Salt Lake City, Utah, United States. ⟨hal-02287830⟩
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Ruben Sanchez de la Rosa, A.-K. Carton, P. Milioni de Carvalho, Z. Li, S. Muller, et al.. Preliminary study of CEDBT and CESM performances using simulated analytical contrast uptakes. IEEE 15th International Symposium on Biomedical Imaging (ISBI), 2018, Washington D.C., United States. pp.792-795. ⟨hal-02287736⟩
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Giovanni Sileno, Isabelle Bloch, Jamal Atif, Jean-Louis Dessalles. Computing Contrast on Conceptual Spaces. International Workshop on Artificial Intelligence and Cognition, 2018, Palermo, Italy. pp.11-25. ⟨hal-02288536⟩
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Giovanni Sileno, Jean-Louis Dessalles. Qualifying Causes as Pertinent. 40th Annual Conference of the Cognitive Science Society, Jul 2018, Madison, WI, United States. pp.2488-2493. ⟨hal-02287948⟩
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Carlos Tor-Díez, Nicolas Passat, Isabelle Bloch, Sylvain Faisan, Nathalie Bednarek, et al.. Une approche par patchs, multi-atlas, itérative pour la segmentation du cortex cérébral en IRM néonatale. Congrès Reconnaissance des Formes, Image, Apprentissage et Perception (RFIAP), 2018, Marne-la-Vallée, France. ⟨hal-01716923⟩
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Alessio Virzi, Pietro Gori, Cécile Muller, Eva Mille, Quoc Peyrot, et al.. Segmentation of pelvic vessels in pediatric MRI using a patch-based deep learning approach. PIPPI MICCAI Workshop, 2018, Granada, Spain. pp.97-106. ⟨hal-02287946⟩
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Alessio Virzi, Pietro Gori, Cécile Muller, Eva Mille, Quoc Peyrot, et al.. Segmentation of pelvic vessels in pediatric MRI using a patch based learning approach. Journées Francophones de Radiologique Diagnostique et Interventionnelle (JFR), 2018, Paris, France. pp.617. ⟨hal-02287947⟩
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Xiaoyi Yang, Yann Gousseau, Henri Maître, Yohann Tendero. A fast algorithm for occlusion detection and removal. IEEE 25th Int. Conf on Image Processing, ICIP 2018, Oct 2018, Athens, Greece. pp.2505-2509. ⟨hal-02287984⟩
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Weiying Zhao, Charles-Alban Deledalle, L. Denis, Henri Maître, Jean-Marie Nicolas, et al.. RABASAR: A FAST RATIO BASED MULTI-TEMPORAL SAR DESPECKLING. IGARSS, Jul 2018, Valencia, Spain. ⟨hal-01860257⟩
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2017

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Rémy Abergel, Saïd Ladjal, Florence Tupin, Jean-Marie Nicolas. A COMPLEX SPECTRUM BASED SAR IMAGE RESAMPLING METHOD WITH RESTRICTED TARGET SIDELOBES AND STATISTICS PRESERVATION. IGARSS, Jul 2017, Fort-Worth, United States. ⟨hal-02287647⟩
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Hadrien Bertrand, Matthieu Perrot, Roberto Ardon, Isabelle Bloch. Classification of MRI data using deep learning and Gaussian process-based model selection. IEEE International Symposium on Biomedical Imaging, 2017, Melbourne, Australia. pp.745-748. ⟨hal-02287532⟩
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Hadrien Bertrand, Roberto Ardon, Matthieu Perrot, Isabelle Bloch. Hyperparameter optimization of deep neural networks: combining Hperband with Bayesian model selection. CAp, 2017, Grenoble, France. ⟨hal-02412262⟩
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Isabelle Bloch. Topological relations between bipolar fuzzy sets based on mathematical morphology. International Symposium on Mathematical Morphology (ISMM 2017), 2017, Fontainebleau, France. pp.40-51. ⟨hal-02287550⟩
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Isabelle Bloch. Morphological links between formal concepts and hypergraphs. International Symposium on Mathematical Morphology (ISMM 2017), Mar 2017, Fontainebleau, France. pp.16-27. ⟨hal-02287549⟩
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Tamy Boubekeur. Spatial Shape Analysis: From Geometry Processing to Rendering. New York University Graphics Talks, May 2017, New York, United States. ⟨hal-02412331⟩
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Tamy Boubekeur. Shape Proxies: Modeling the World’s Geometry With a Few Numbers. Hackjunction Keynote, Dec 2017, Helsinki, Finland. ⟨hal-02287819⟩
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Norbert Bus, Tamy Boubekeur. Double Hierarchies for Efficient Sampling in Monte Carlo Rendering. ACM SIGGRAPH 2017 Talk Program, Jul 2017, Los Angeles, United States. ⟨hal-02412270⟩
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Timothée Evain, Xavier Ripoche, J. Atif, Isabelle Bloch. Semi-automatic teeth segmentation in cone-beam computed tomography by graph-cut with statistical shape prior. IEEE International Symposium on Biomedical Imaging, 2017, Melbourne, Australia. pp.1197-1200. ⟨hal-02288484⟩
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Adrien Kaiser, Jose Alonso Ybanez Zepeda, Tamy Boubekeur. Proxy Clouds for RGB-D Stream Processing: A preview. EUROGRAPHICS Poster Program, May 2017, Lyon, France. ⟨hal-02287665⟩
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Adrien Kaiser, Jose Alonso Ybanez Zepeda, Tamy Boubekeur. Proxy Clouds for RGB-D Stream Processing: An Insight. ACM SIGGRAPH 2017 Talk Program, Jul 2017, Los Angeles, United States. ⟨hal-02287664⟩
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Thuc Trinh Le, Andrés Almansa, Yann Gousseau, Simon Masnou. Inpainting vidéo préservant le mouvement. GRETSI, Aug 2017, Juan Les Pins, France. ⟨hal-02412269⟩
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Sylvain Lobry, Florence Tupin, Roger Fjortoft. Unsupervised detection of thin water surfaces in SWOT images based on segment detection and connection. IGARSS, Jul 2017, Fort Worth, United States. pp.3720-3723. ⟨hal-02287618⟩
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Sylvain Lobry, Roger Fjortoft, L. Denis, Florence Tupin. Détection de l’eau dans les images radar du futur satellite SWOT. GRETSI, 2017, Juan-Les-Pins, France. ⟨hal-02287648⟩
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Victor Lucquin, Tamy Boubekeur. SeamCut: Interactive Mesh Segmentation for Parameterization. ACM SIGGRAPH Asia Technical Brief, Dec 2017, Bangkok, Thailand. ⟨hal-01699326⟩
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William Meiniel, Yu Gan, J.-C. Olivo-Marin, Elsa D. Angelini. A Sparsity-based simplification method for segmentation of spectral domain optical coherence tomography images. SPIE, Wavelets and Sparsity XVII, Aug 2017, San Diego, United States. ⟨10.1117/12.2274126⟩. ⟨hal-02287715⟩
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Cécile Muller, Alessio Virzi, Jean-Baptiste Marret, Eva Mille, Laureline Berteloot, et al.. Towards building 3D individual models from MRI segmentation and tractography to enhance surgical planning for pediatric pelvic tumors and malformations. Surgetica 2017, 2017, Strasbourg, France. pp.113-115. ⟨hal-02287613⟩
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Jean-Marie Nicolas, Florence Tupin, H. Sportouche. Distances entre lois de probabilités définies sur R+. GRETSI 2017, Sep 2017, Juan Les Pins, France. ⟨hal-02412263⟩
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Quentin Oliveau, Hichem Sahbi. Transductive Attributes For Ship Category Recognition. IEEE International Geoscience And Remote Sensing Symposium, Sep 2017, Fort Worth, United States. ⟨hal-02287695⟩
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S. Réjichi, F. Chaabane, Florence Tupin. COMPARISON BETWEEN PIXEL AND REGION BASED SITS ANALYSIS APPROACHES. IGARSS, Jul 2017, Fort-Worth, United States. ⟨hal-02288494⟩
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Paul Riot, Andrés Almansa, Yann Gousseau, Florence Tupin. Mesure de dissimilarité pour les patchs utilisant la corrélation. GRETSI, 2017, Juan-Les-Pins, France. ⟨hal-02287649⟩
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Sylvain Rousseau, Tamy Boubekeur. Fast Lossy Compression of 3D Unit Vector Sets. ACM SIGGRAPH Asia Technical Briefs, Dec 2017, Bangkok, Thailand. ⟨hal-01699313⟩
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Michael Schmitt, Florence Tupin, Xiao Xiang Zhu. FUSION OF SAR AND OPTICAL REMOTE SENSING DATA - CHALLENGES AND RECENT TRENDS. IGARSS, Jul 2017, Fort-Worth, United States. ⟨hal-02287646⟩
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Giovanni Sileno, Isabelle Bloch, Jamal Atif, Jean-Louis Dessalles. Similarity and Contrast on Conceptual Spaces for Pertinent Description Generation. 40th German Conference on Artificial Intelligence, 2017, Dortmund, Germany. pp.262-275. ⟨hal-02288501⟩
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Giovanni Sileno, Antoine Saillenfest, Jean-Louis Dessalles. A computational model of moral and legal responsibility via simplicity theory. 30th international conference on Legal Knowledge and Information Systems (JURIX 2017), Dec 2017, Luxembourg, Luxembourg. pp.171-176, ⟨10.3233/978-1-61499-838-9-171⟩. ⟨hal-02287729⟩
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Florence Tupin, Charles-Alban Deledalle. A Tour of Patch-based Methods and their Applications in Remote Sensing. IGARSS, Jul 2017, Fort-Worth, United States. ⟨hal-02287655⟩
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Florence Tupin. Spatio-temporal image analysis and regularization. Workshop on Use of Prior and Multitemporal Data in SWOT Hydrology (HR) Algorithms, Sep 2017, Toulouse, France. ⟨hal-02287654⟩
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Florence Tupin, Jean-Marie Nicolas. Tour des méthodes de mesure d'élévation par imagerie SAR : de la radargrammétrie à la tomographie. Journée thématique du PNTS 2017, Mar 2017, Paris, France. ⟨hal-02412267⟩
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Florence Tupin. Séries SAR multi-temporelles et applications en milieu urbain. Colloque Télédétection radar : Applications continentales, May 2017, Marne-La-Vallée, France. ⟨hal-02288495⟩
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Hélène Urien, Irène Buvat, N. F. Rougon, Michael Soussan, Isabelle Bloch. Détection et segmentation de tumeurs cérébrales en imagerie hybride TEP-IRM. Recherche en Imagerie et Technologies pour la Santé (RITS), 2017, Lyon, France. pp.50. ⟨hal-02287531⟩
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Hélène Urien, Irène Buvat, N. F. Rougon, Michael Soussan, Isabelle Bloch. Brain lesion detection in 3D PET images using max-trees and a new spatial context criterion. International Symposium on Mathematical Morphology (ISMM 2017), 2017, Fontainebleau, France. pp.455-466. ⟨hal-02287551⟩
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Alessio Virzi, Jean-Baptiste Marret, Cécile Muller, Laureline Berteloot, Nathalie Boddaert, et al.. A new method based on template registration and deformable models for pelvic bones semi-automatic segmentation in pediatric MRI. IEEE International Symposium on Biomedical Imaging, 2017, Melbourne, Australia. pp.323-326. ⟨hal-02287533⟩
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Yongchao Xu, Thierry GÉraud, Elodie Puybareau, Isabelle Bloch. Brain MRI Segmentation using Fully Convolutional Network and Transfer Learning. ISEG MICCAI Workshop, 2017, Québec, Canada. ⟨hal-02287619⟩
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Yongchao Xu, Thierry GÉraud, Isabelle Bloch. Segmentation d’IRM de cerveaux de nouveau-nés en quelques secondes à l’aide d’un réseau de neurones convolutif pseudo-3D et de transfert d’apprentissage. GRETSI, 2017, Juan-les-Pins, France. ⟨hal-02287604⟩
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Yongchao Xu, Thierry GÉraud, Elodie Puybareau, Isabelle Bloch, Joseph Chazalon. White matter hyperintensities segmentation in a few seconds using fully convolutional network and transfer learning. BrainLes MICCAI Workshop and WMH Challenge, 2017, Québec, Canada. ⟨hal-02287735⟩
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Weiying Zhao, Sylvain Lobry, Henri Maître, Jean-Marie Nicolas, Florence Tupin. Urban area change detection based on generalized likelihood ratio test. MultiTemp, 2017, Bruges, Belgium. ⟨hal-02287650⟩
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2016

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Isabelle Bloch. Formal knowledge representation and reasoning based on mathematical morphology and fuzzy sets for image understanding. Modélisation Mathématique des Systèmes Complexes, Dec 2016, Châtenay Malabry, France. ⟨hal-02287496⟩
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Isabelle Bloch. Modèles symboliques pour la reconnaissance de structures dans des images médicales. IDs'16, Extraction, modélisation, gestion de connaissances dans le domaine de la santé et du risque, Nov 2016, Alès, France. ⟨hal-02287495⟩
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Isabelle Bloch. Fuzzy Logic and Spatial Uncertainty. Spatial Accuracy 2016, Jul 2016, Montpellier, France. ⟨hal-02287498⟩
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Tamy Boubekeur. Spatial, Statistical and Morphological Shape Analysis for Interactive and Automatic Modeling. New York University Tandon CS, Apr 2016, New York City, United States. ⟨hal-02288514⟩
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Tamy Boubekeur. Harvest4D: Harvesting dynamic 3D worlds from commodity sensor clouds. VISIGRAPP, Oct 2016, Lisbonne, Portugal. ⟨hal-02287821⟩
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Tamy Boubekeur, Paolo Cignoni, Elmar Eisemann, Michael Gosele, Reinhard Klein, et al.. Harvesting Dynamic 3D Worlds from Commodity Sensor Clouds. Eurographics Workshop on Graphics and Cultural Heritage, Oct 2016, Genova, Italy. ⟨hal-01444896⟩
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Malik Boughida, Tamy Boubekeur. Interactive Monte-Carlo Ray-Tracing Upsampling. Eurographics 2016 Poster Program, May 2016, Lisbon, Portugal. ⟨hal-02287530⟩
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Sylvain Lobry, Florence Tupin, L. Denis. A decomposition model for scatterers change detection in multi-temporal series of SAR images. IGARSS, Jul 2016, Pékin, China. ⟨hal-02287350⟩
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Sylvain Lobry, L. Denis, Florence Tupin. Un modèle de décomposition pour la détection de changement dans les séries temporelles d’images RSO. RFIA, Jul 2016, Clermont-Ferrand, France. ⟨hal-02287342⟩
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Sylvain Lobry, Florence Tupin, Roger Fjortoft. Non-Uniform Markov Random Fields for Classification of SAR Images. EUSAR, Jun 2016, Hambourg, Germany. ⟨hal-02287335⟩
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Henri Maître. Image and Aesthetics. The 13th IEEE International Conference on Signal Processing, Dec 2016, Chengdu, Sichuan, China. ⟨hal-02287493⟩
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William Meiniel, Yu Gan, Christine P. Hendon, J.-C. Olivo-Marin, Andrew D. Laine, et al.. Sparsity-based simplification of spectral-domain optical coherence tomography images of cardiac samples. EEE International Symposium on Biomedial Imaging, Apr 2016, Prague, Czech Republic. pp.373-376, ⟨10.1109/ISBI.2016.7493286⟩. ⟨hal-02288466⟩
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Baptiste Morel, Yongchao Xu, Alessio Virzi, Thierry GÉraud, Catherine Adamsbaum, et al.. A challenging issue: detection of white matter hyperintensities in neonatal brain MRI. International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Sep 2016, Orlando, FL, United States. pp.93-96. ⟨hal-02287325⟩
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Jean-Marie Nicolas, Florence Tupin. Statistical models for SAR amplitude data: a unified vision through Mellin transform and Meijer functions. EUSIPCO, Aug 2016, Budapest, Hungary. ⟨hal-02287355⟩
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J. M. Nicolas, Florence Tupin. Les lois de l'imagerie cohérente et leur formalisme sous forme de fonctions de Meijer. 48èmes Journées de Statistique de la SFdS, Jun 2016, Montpellier, France. ⟨hal-02287331⟩
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S. Réjichi, F. Chaabane, Florence Tupin. VHR Satellite Image Time Series Analysis Using Expert Knowledge Modeling And User Assistance. IGARSS, Jul 2016, Beijing, China. ⟨hal-02288462⟩
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Sylvain Rousseau, Tamy Boubekeur. Rendu de Monte Carlo Elastique. AFIG 2016, Nov 2016, Lyon, France. ⟨hal-01457211⟩
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H. Sportouche, Jean-Marie Nicolas, Florence Tupin. Mimick Capacity Of Generalized Gamma Distribution For High Resolution SAR Image Statistical Modeling. IGARSS, Jul 2016, Beijing, China. ⟨hal-02287358⟩
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Florence Tupin. How improving high resolution SAR images with patch-based methods ?. 3rd China High Resolution Earth Observation Conference, Aug 2016, Shangaï, China. ⟨hal-02412266⟩
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Hélène Urien, Irène Buvat, Nicolas Rougon, Sarah Boughdad, Isabelle Bloch. 3D PET-driven multi-phase segmentation of menigiomas in MRI. International Symposium on Biomedical Imaging (ISBI'16), 2016, Prague, Czech Republic. pp.407-410. ⟨hal-02288451⟩
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Yifan Yang, J. Atif, Isabelle Bloch. Abductive reasoning for image interpretation based on spatial concrete domains and description logics. Conférence Nationale en Intelligence Artificielle RFIA-CNIA, 2016, Clermont-Ferrand, France. pp.191-198. ⟨hal-02287322⟩
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2015

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Abdalbassir Abou-Elailah, Isabelle Bloch, Valérie Gouet-Brunet. Detection of Ruptures in Spatial Relationships in Video Sequences. International Conference on Pattern Recognition Applications and Methods - ICPRAM, Jan 2015, Lisbon, Portugal. pp.110-120, ⟨10.5220/0005213501100120⟩. ⟨hal-02286979⟩
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Andrés Almansa. Video Inpainting, Challenges & Perspectives in Probabilistic Modelling of Natural Images and Videos. Challenges in Dynamic Imaging Data - Turing Gateway to Mathematics, May 2015, Isaac Newton Institute, Cambridge, United Kingdom. ⟨hal-02288457⟩
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Andrés Almansa. Single shot high dynamic range imaging using an hyperprior Bayesian estimator. Workshop on New Trends in Optimization for Imaging, Jan 2015, TSIMF, Sanya, China. ⟨hal-02288432⟩
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Jamal Atif, Isabelle Bloch, Céline Hudelot. Quelques liens entre la morphologie mathématique et l'analyse formelle de concepts. 24ème Conférence sur la Logique Floue et ses Applications, LFA 2015, Nov 2015, Poitiers, France. pp.299-308. ⟨hal-02287159⟩
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Eric Benhaim, Hichem Sahbi, Guillaume Vitte. Continuous visual speech recognition for audio speech enhancement. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Apr 2015, Brisbane, Australia. ⟨hal-02412187⟩
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Isabelle Bloch, J. Atif. Hausdorff distances between distributions using optimal transport and mathematical morphology. 12th International Symposium on Mathematical Morphology, Jul 2015, Reykjavik, Iceland. pp.522-534, ⟨10.1007/978-3-319-18720-4_44⟩. ⟨hal-01172192⟩
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Tamy Boubekeur. Spatial, Statistical and Morphological Shape Analysis for Interactive and Automatic Modeling. Stanford Graphics Seminar, May 2015, Stanford, United States. ⟨hal-02288515⟩
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Tamy Boubekeur. Traitement, Analyse et Edition de Formes 3D Numérisées. Séminaire Invité du Collège de France, Mar 2015, Paris, France. ⟨hal-02412333⟩
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Tamy Boubekeur. A few recent results in PBGI and instant simplification. NVIDIA ARC Seminar, Feb 2015, Berlin, Germany. ⟨hal-02412332⟩
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Tamy Boubekeur. Harvest4D: Harvesting Dynamic 3D Worlds form Commodity Sensor Clouds. SceneNet, Oct 2015, Lisbonne, Portugal. ⟨hal-02287822⟩
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Tamy Boubekeur. Analyse Géométrique pour la Modélisation de Formes. Séminaire Modélisation des Imaginaires, Feb 2015, Cerisy, France. ⟨hal-02287823⟩
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Elise Colin Koeninger, Flora Weissgerber, Nicolas Trouvé, J. M. Nicolas. A NEW LIGHT ON ORIGINS OF POLARIMETRIC MISCLASSIFICATION OF THE SOMA DISTRICT, DUE TO THE DIFFICULTY TO PREDICT ENTROPY. POLinSAR, Feb 2015, Frascati, Italy. ⟨hal-02412135⟩
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Sonia Dahdouh, Isabelle Bloch. Shape-based multi-region segmentation framework: application to 3D infants MRI data. SPIE Medical Imaging, 2015, Orlando, FL, United States. pp.941312-1 - 941312-9. ⟨hal-02286983⟩
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Timothée Evain, Xavier Ripoche, Jamal Atif, Isabelle Bloch. Fuzzy along spatial relation in 3D. Application to anatomical structures in maxillofacial CBCT. 18th International Conference on Image Analysis and Processing (ICIAP), Sep 2015, Genoa, Italy. pp.271-281, ⟨10.1007/978-3-319-23231-7_25⟩. ⟨hal-01464716⟩
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Romane Gauriau, David Lesage, Mélanie Chiaradia, Baptiste Morel, Isabelle Bloch. Interactive Multi-Organ Segmentation based on Multiple Template Deformation. 18th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2015), 2015, Munich, Germany. pp.55-62. ⟨hal-02287138⟩
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Emilie Guy, Parinya Punpongsanon, Tamy Boubekeur, Daisuke Iwai, Kosuke Sato. LazyNav: 3D Ground Navigation with Non-Critical Body Parts. IEEE Symposium on 3D User Interfaces, Apr 2015, Arles, France. pp.XX-XX. ⟨hal-01444928⟩
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Hélène Legrand, Tamy Boubekeur. Morton Integrals for High Speed Geometry Simplification. ACM SIGGRAPH/EUROGRAPHICS High Performance Graphics 2015, Aug 2015, Los Angeles, United States. pp.105-112. ⟨hal-01253669⟩
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Yuke Li, Isabelle Bloch, Weiming Shen. Handling inter-object occlusion for multi-object tracking based on attraction force constraint. International Conference on Image Analysis and Recognition (ICIAR), 2015, Niagara Falls, Canada. pp.520-527. ⟨hal-02287172⟩
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Sylvain Lobry, L. Denis, Florence Tupin. Sparse + smooth decomposition models for multi-temporal SAR images. MultiTemp, Jul 2015, Annecy, France. ⟨hal-02287181⟩
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Henri Maître. A Review of Image Quality Assessment with application to Computational Photography. SPIE MIPPR'15, Oct 2015, Enshi, Hubei, China. pp.23-38. ⟨hal-02287209⟩
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Henri Maître. De la photographie argentique à la photographie computationnelle. Séminaire du Cours du Collège de France de Gérard Berry, Jan 2015, Lyon, France. pp.64. ⟨hal-02287004⟩
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William Meiniel, Yoann Le Montagner, Elsa D. Angelini, J.-C. Olivo-Marin. Débruitage d'images biologiques à l'aide de l'acquisition comprimée. GRETSI, Sep 2015, Lyon, France. ⟨hal-02287259⟩
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William Meiniel, Yoann Le Montagner, Elsa D. Angelini, J.-C. Olivo-Marin. Image denoising by multiple Compressed Sensing reconstructions. IEEE International Symposium on Biomedial Imaging, Apr 2015, New York, United States. pp.1232-1235, ⟨10.1109/ISBI.2015.7164096⟩. ⟨hal-02288452⟩
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Chahira Miloudi, Laurent Mugnier, J. Sahel, Isabelle Bloch, Florence Rossant, et al.. Adaptive optics photoreceptor mapping: integration of photoreceptor scintillation by image fusion. Annual meeting of the Association for Research in Vision and Ophthalmology (ARVO 2015), Apr 2015, Denver, United States. ⟨hal-02288438⟩
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Henrique Morimitsu, R. M. Cesar, Isabelle Bloch. Attributed Graphs for Tracking Multiple Objects in Structured Sports Videos. ICCV CVsports'15, 2015, Santiago, Chile. pp.34-42. ⟨hal-02287214⟩
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M. Pâques, Chahira Miloudi, Laurent Mugnier, J. Sahel, Isabelle Bloch, et al.. The optical Stiles-Crawford effect strongly affects photoreceptor imaging in diseased retina. Annual meeting of the Association for Research in Vision and Ophthalmology (ARVO 2015), 2015, Denver, United States. ⟨hal-02287173⟩
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Anca Ralescu, Isabelle Bloch, R. M. Cesar. Preliminary Study Towards a Fuzzy Model for Visual Attention. International Joint Conference on Artificial Intelligence (IJCAI 2015), Fuzzy Logic in AI Workshop, 2015, Buenos Aires, Argentina. ⟨hal-02287180⟩
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Paul Riot, Florence Tupin, J. M. Nicolas. Markovian graph labeling for 3D reconstruction in dense urban area using SAR and optical images. IGARSS, Jul 2015, Milan, Italy. ⟨hal-02288454⟩
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Hichem Sahbi. Discriminant canonical correlation analysis for interactive satellite image change detection. International Geo-science and remote sensing symposium (IGARSS), Jul 2015, Milan, Italy. ⟨hal-02412186⟩
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Hichem Sahbi. CNRS TELECOM ParisTech at ImageCLEF 2015 Scalable Concept Image Annotation Task: Concept Detection with Blind Localization Proposals. CLEF conference and Labs of the Evaluation Forum, Sep 2015, Toulouse, France. ⟨hal-02412188⟩
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H. Sportouche, Jean-Marie Nicolas, Florence Tupin. Capacites d’imitation de la loi Gamma Generalisee pour la modelisation statistique d’images radar haute resolution.. GRETSI, Sep 2015, Lyon, France. ⟨hal-02287270⟩
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Yohann Tendero. A mathematical model of a flutter shutter camera. Computational Photography and Intelligent Cameras, Feb 2015, Los Angeles, California, United States. ⟨hal-02412490⟩
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Guillaume Terrasse, J. M. Nicolas, Emmanuel Trouvé, Émeline Drouet. Application of the curvelet transform for pipe detection in GPR images. IGARSS, Jul 2015, Milano, Italy. ⟨hal-01187681⟩
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https://hal-imt.archives-ouvertes.fr/hal-01187681/file/inproceedings-2015-15680-3.pdf BibTex
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Florence Tupin. Urban analysis and monitoring with multi-temporal data: challenges and trends. MultiTemp, Jul 2015, Annecy, France. ⟨hal-02287269⟩
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Dinh-Phong Vo, Hichem Sahbi. Contextual kernel map learning for scene transduction. International Conference on Image Processing, Sep 2015, Quebec, Canada. ⟨hal-02412185⟩
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Flora Weissgerber, Elise Colin Koeninger, Nicolas Trouvé, J. M. Nicolas. Comparison between spatial and temporal estimation of entropy on polarimetric SAR images. MultiTemps, Aug 2015, Annecy, France. ⟨hal-02412160⟩
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Flora Weissgerber, Elise Colin Koeninger, Nicolas Trouvé, J. M. Nicolas. Spectral method for bright scatterers resolution enhancement. POLinSAR, Feb 2015, Frascati, Italy. ⟨hal-02412134⟩
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2014

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Andrés Almansa. Recent Advances in Non-Local Image Restoration and Video Inpainting. (CLEI 2014) Latin American Computing Conference, Sep 2014, Montevideo, Uruguay. ⟨hal-02287089⟩
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Andrés Almansa. Texture aware video inpainting of complex scenes. Foundations of Computational Mathematics, Workshop A2, Dec 2014, Montevideo, Uruguay. ⟨hal-02287088⟩
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Teun Baar, Maria V. Ortiz Segovia, Hans Brettel. Colour Management of Prints with Variant Gloss. 22nd Color and Imaging Conference (CIC12), Nov 2014, Boston, United States. pp.48-52. ⟨hal-02287058⟩
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Teun Baar, Sepideh Samadzadegan, Hans Brettel, Philipp Urban, Maria V. Ortiz Segovia. Printing gloss effects in a 2.5D system. Proc. SPIE 9018, Measuring, Modeling, and Reproducing Material Appearance, Feb 2014, San Francisco, United States. pp.90180M-90180M-8. ⟨hal-02288423⟩
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Eric Benhaim, Hichem Sahbi, Guillaume Vitte. Continuous Visual Speech Recognition for Multimodal Fusion. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2014, Florence, Italy. ⟨hal-02412106⟩
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Tamy Boubekeur. ShellCam: Interactive Geometry-Aware Virtual Camera Control. IEEE International Conference on Image Processing (ICIP), Oct 2014, Paris, France. pp.4003-4007. ⟨hal-01117093⟩
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Tamy Boubekeur. Spatial, Statistical and Morphological Analysis for 3D Shape Modeling. INRIA Invited Seminar, Mar 2014, Grenoble, France. ⟨hal-02287825⟩
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Tamy Boubekeur. Efficient Methods for Modeling and Rendering in Computer Graphics. Séminaire du LRDE, EPTIA, May 2014, Paris, France. ⟨hal-02287826⟩
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Tamy Boubekeur. Computational Interaction? Shape Analysis for Interactive Modeling. Princeton Tristate Workshop on Imaging and Graphics, Feb 2014, Princeton, United States. ⟨hal-02287824⟩
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Elise Colin Koeninger, Flora Weissgerber, Fabrice Janez. Urban change detection by comparing SAR images at different resolution and polarimetric modes. EUSAR 2014 – 10th European Conference on Synthetic Aperture Radar, Mar 2014, Berlin, Germany. ⟨hal-02412136⟩
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Flora Dellinger, Julie Delon, Yann Gousseau, Julien Michel, Florence Tupin. Change detection for high resolution satellite images, based on SIFT algorithm and a contrario approach. IGARSS, Jul 2014, Quebec, Canada. ⟨hal-02286921⟩
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Felix Distel, J. Atif, Isabelle Bloch. Concept Dissimilarity based on Tree Edit Distance and Morphological Dilations. European Conference on Artificial Intelligence (ECAI), 2014, Prag, Czech Republic. pp.249-254. ⟨hal-02288399⟩
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Felix Distel, J. Atif, Isabelle Bloch. Concept Dissimilarity with Triangle Inequality. 14th International Conference on Principles of Knowledge Representation and Reasoning, Jul 2014, Wien, Austria. pp.614-617. ⟨hal-02286856⟩
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Aymen El Ghoul, Hichem Sahbi. Semi-supervised learning using a graph-based phase field model for imbalanced data set classification. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2014, Florence, Italy. ⟨hal-02412107⟩
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Romane Gauriau, Rémi Cuingnet, David Lesage, Isabelle Bloch. Multi-organ localization combining global-to-local regression and confidence maps. MICCAI, 2014, Boston, United States. pp.337-344. ⟨hal-01138091⟩
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N. Geeraert, Rémy Klausz, S. Muller, Isabelle Bloch, H. Bosmans. Evaluation of exposure in mammography: limitations of average glandular dose and proposal of a new quantity. Radiation Protection in Medicine 2014, Jun 2014, Varna, Bulgaria. pp.S7.06. ⟨hal-01017055⟩
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A. B. Graciano, Séverine Dubuisson, Isabelle Bloch, Anja Kloeckner. Towards Automated Video Analysis of Sensorimotor Assessment Data. International Conference on Pattern Recognition Applications and Methods (ICPRAM), 2014, Angers, France. pp.735-740. ⟨hal-02412468⟩
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Ana Graciano Fouquier, R. M. Cesar, Isabelle Bloch. Modeling and recognition of structured objects: a statistical-relational approach. FEAST Workshop at ICPR, Aug 2014, Stockholm, Sweden. ⟨hal-02286885⟩
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Thierry Guillemot, Andrés Almansa, Tamy Boubekeur. Covariance Trees for 2D and 3D Processing. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2014, Colombus, United States. pp.556-563, ⟨10.1109/CVPR.2014.78⟩. ⟨hal-01117099v2⟩
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Catherine Herold, Vincent Despiegel, Stéphane Gentric, Séverine Dubuisson, Isabelle Bloch. 3D head model fitting evaluation protocol on synthetic databases for acquisition system comparison. VISAPP 2014 - International Conference on Computer Vision Theory and Applications, 2014, Lisbon, Portugal. pp.296-305. ⟨hal-02286829⟩
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C. Hudelot, J. Atif, Isabelle Bloch. ALC(F): a new description logics for spatial reasoning in images. 1st International Workshop on Computer vision + ONTology Applied Cross-disciplinary Technologies (CONTACT 2014), Sep 2014, Zurich, Switzerland. pp.370-384. ⟨hal-02286935⟩
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V. Israel-Jost, Jérôme Darbon, Elsa D. Angelini, Isabelle Bloch. On the implementation of the multi-phase region segmentation, solving the hidden phase problem. IEEE International Conference on Image Processing, Oct 2014, Paris, France. pp.4338-4342. ⟨hal-02286882⟩
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Nicolas Lermé, Florence Rossant, Isabelle Bloch, Michel Pâques, Edouard Koch. Segmentation of Retinal Arteries in Adaptive Optics Images. International Conference on Pattern Recognition, Aug 2014, Stockholm, Sweden. ⟨hal-02559347⟩
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Baptiste Morel, S. Kemel, Sonia Dahdouh, Catherine Adamsbaum, Isabelle Bloch. Etude de la reproductibilité des interprétations d'IRM cérébrales néonatales. Congrès des Sociétés de Pédiatrie, Jul 2014, Lyon, France. ⟨hal-02286905⟩
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Henrique Morimitsu, R. M. Cesar, Isabelle Bloch. A graph-based approach for object detection and action recognition in videos. FEAST Workshop at ICPR, Aug 2014, Stockholm, Sweden. ⟨hal-02288400⟩
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Henrique Morimitsu, R. M. Cesar, Isabelle Bloch. A spatio-temporal approach for multiple object detection in videos using graphs and probability maps. International Conference on Image Analysis and Recognition (ICIAR), Nov 2014, Vilamoura, Portugal. pp.421-428. ⟨hal-02286919⟩
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J. Preciozzi, Pablo Musé, Andrés Almansa, Sylvain Durand, Ali Khazaal, et al.. SMOS images restoration from L1A data: A sparsity-based variational approach. IEEE Geoscience and Remote Sensing Symposium, Jul 2014, Quebec, Canada. pp.2487-2490, ⟨10.1109/IGARSS.2014.6946977⟩. ⟨hal-01265931⟩
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Edoardo Provenzi. A Wavelet-Based Framework for Perceptually-Inspired Color Enhancement (invited conference). SIAM Conference on Imaging Science - "Color Perception and Image Enhancement", May 2014, Hong Kong, China. ⟨hal-02288397⟩
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Edoardo Provenzi. A variational perspective on perceptually-inspired color and contrast enhancement (invited conference). SIAM Conference on Imaging Science - "Mathematics for Imaging: the Legacy of Vicent Caselles", May 2014, Hong Kong, China. ⟨hal-02286871⟩
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Parinya Punpongsanon, Emilie Guy, Tamy Boubekeur, Daisuke Iwai, Kosuke Sato. Ground Navigation in 3D Scenes using Simple Body Motions. International Conference on Artificial Reality and Telexistence - Demo Program, Dec 2014, Bremen, Germany. pp.19-20. ⟨hal-01117082⟩
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Hichem Sahbi. Network-Dependent Image Annotation Based on Explicit Context-Dependent Kernel Maps. International Conference on Pattern Recognition (ICPR), Aug 2014, Stockholm, Sweden. ⟨hal-02412113⟩
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Hichem Sahbi. Finite State Machines for Structured Scene Decoding. RLCO - Neural Information Processing Systems (NIPS), Dec 2014, Melbourne, Australia. ⟨hal-02412131⟩
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Denis Salvadeo, Isabelle Bloch, Florence Tupin, Nelson Mascarenhas, Alexandre Levada, et al.. Denoising based on non-local means for ultrasound images with simultaneous multiple noise distributions. IEEE International Conference on Image Processing, Oct 2014, Paris, France. pp.2699-2703. ⟨hal-02286884⟩
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Eman Shaheen, Frédéric Bemelmans, Chantal van Ongeval, Frederik de Keyzer, N. Geeraert, et al.. The Investigation of Different Factors to Optimize the Simulation of 3D Mass. International Workshop on Breast Imaging, Jul 2014, Gifu City, Japan. pp.B04. ⟨hal-01017125⟩
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Xin Su, Charles-Alban Deledalle, Florence Tupin, Hong Sun. Change Classification of Multi-Temporal SAR Series by Generalized Likelihood Ratio Test. IGARSS, Jul 2014, Quebec, Canada. ⟨hal-02412056⟩
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Nadège Varsier, Isabelle Bloch, Christian Person, Azadeh Peyman, Tongning Wu, et al.. ACTE: a new project analyzing the exposure of very young children to LTE wireless communication systems. BioEM2014, Jun 2014, Cape Town, South Africa. ⟨hal-02288398⟩
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Ujjwal Verma, Florence Rossant, Isabelle Bloch, Julien Orensanz, Denis Boisgontier. Shape-based Segmentation of Tomatoes for Agriculture Monitoring. ICPRAM, Mar 2014, Angers, France. ⟨10.5220/0004818804020411⟩. ⟨hal-02882934⟩
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Ujjwal Verma, Florence Rossant, Isabelle Bloch, Julien Orensanz, Denis Boisgontier. Shape-based segmentation of tomatoes for agriculture monitoring. International Conference on Pattern Recognition Applications and Methods (ICPRAM), Mar 2014, Angers, France. pp.402-411. ⟨hal-02412467⟩
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Ujjwal Verma, Florence Rossant, Isabelle Bloch, Julien Orensanz, Denis Boisgontier, et al.. Tomato development monitoring in an open field, using a two-camera acquisition system. 12th International Conference Precision Agriculture, Jul 2014, Indianapolis, United States. ⟨hal-02286849⟩
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Dinh-Phong Vo, Hichem Sahbi. Modeling Label Dependencies in Kernel Learning for Image Annotation. International Conference on Image Processing, Oct 2014, Paris, France. ⟨hal-02412112⟩
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Ling Wang, Hichem Sahbi. Bags-of-Daglets for Action Recognition. International Conference on Image Processing, Oct 2014, Paris, France. ⟨hal-02412105⟩
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Ling Wang, Hichem Sahbi. Nonlinear Cross-View Sample Enrichment for Action Recognition. TASK-CV'2014 workshop, European Conference on Computer Vision (ECCV), Sep 2014, Zürich, Switzerland. ⟨hal-02412129⟩
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Flora Weissgerber, Elise Colin Koeninguer, Nicolas Trouvé, J. M. Nicolas. Statistics for complex correlation coefficients applied to avanced SAR modes: Interferometry and Polarimetry. International radar conference 2014, Oct 2014, Lille, France. ⟨hal-02287059⟩
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2013

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Eric Benhaim, Hichem Sahbi, Guillaume Vitte. DESIGNING RELEVANT FEATURES FOR VISUAL SPEECH RECOGNITION. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2013, Vancouver, Canada. ⟨hal-02411997⟩
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Raghavendra Bhalerao, Shirish H. Gedam, Andrés Almansa. Fast epipolar resampling of trinocular linear scanners images using Chandrayaan-1 TMC dataset. (ICIIP-2013) IEEE Second International Conference on Image Information Processing, 2013, Waknaghat, Shimla, Himachal Pradesh, India. ⟨10.1109/ICIIP.2013.6707546⟩. ⟨hal-02288431⟩
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Raghavendra Bhalerao, Shirish H. Gedam, Jyoti Joglekar, Andrés Almansa. Lunar impact crater modeling using trinocular stereoscopic depth inpainting. (ICIIP-2013) IEEE Second International Conference on Image Information Processing, Feb 2013, Waknaghat, India. ⟨10.1109/ICIIP.2013.6707543⟩. ⟨hal-02412133⟩
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Isabelle Bloch. Structural Models and Spatial Reasoning - Application to Segmentation and Recognition of Anatomical Structures in Medical Images. International Conference on MEDICAL IMAGING using BIO-INSPIRED and SOFT COMPUTING (MIBISOC) (Invited Conference), May 2013, Brussels, Belgium. pp.1. ⟨hal-02286763⟩
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Isabelle Bloch. Model-based image interpretation under uncertainty and fuzziness. Tenth International Workshop on Fuzzy Logic and Applications - WILF (invited conference), Nov 2013, Genoa, Italy. pp.171-183. ⟨hal-02288379⟩
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Tamy Boubekeur. Recent Advances in Computer Graphics at Telecom ParisTech. Tokyo University Graphics Seminar, Apr 2013, Tokyo, Japan. ⟨hal-02288516⟩
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Tamy Boubekeur. Automatic Structures for Shape Modeling, Processing and Analysis. Dagstuhl Seminar: Real-World Visual Computing, Oct 2013, Dagstuhl, Germany. ⟨hal-02287827⟩
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Sonia Dahdouh, Antoine Serrurier, Gilles Grangé, Elsa D. Angelini, Isabelle Bloch. Segmentation of fetal envelope from 3D Ultrasound images based on pixel intensity statistical distribution and shape priors. International Symposium on Biomedical Imaging: From Nano to Macro ISBI'13, Apr 2013, San Francisco, United States. pp.1014-1017. ⟨hal-02286458⟩
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B. David, M. Campedel, S. Lemarchand, Michel Grojnowski, Patrick Bellot. Le projet PACT : créer les conditions pour apprendre la collaboration. QPES, Question de pédagogie dans l'enseignement supérieur, Jun 2013, Sherbrooke, Canada. pp.155-162. ⟨hal-02286802⟩
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Noura Faraj, Jean-Marc Thiery, Tamy Boubekeur. Progressive Medial Axis Filtration. ACM SIGGRAPH Asia 2013 - Technical Briefs Program, Nov 2013, Hong Kong, China. pp.Art. 3. ⟨hal-01117112⟩
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Romane Gauriau, Béatrice Husson, Kumaran Deva, Isabelle Bloch, Catherine Adamsbaum. Segmentation du corps calleux : un outil pronostique des pathologies inflammatoires cérébrales ?. Journées Françaises de Radiologie, Oct 2013, Paris, France. ⟨hal-02286762⟩
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N. Geeraert, Rémy Klausz, Isabelle Bloch, S. Muller, H. Bosmans. Accuracy of Breast Density Estimation from Mammographic Images. BHPA, Feb 2013, Mechelen, Belgium. pp.4. ⟨hal-00843356⟩
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https://hal-imt.archives-ouvertes.fr/hal-00843356/file/Geeraert_Nausikaa_ABSTRACT_BHPA_2013.pdf BibTex
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N. Geeraert, Rémy Klausz, L. Desponds, S. Muller, Isabelle Bloch, et al.. Impact of breast glandular description on average glandular dose and radiation risk assessment in mammography. RSNA, Dec 2013, Chicago, United States. pp.LL-PHS-TU9A. ⟨hal-01017098⟩
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Emilie Guy, Jean-Marc Thiery, Tamy Boubekeur. Click&Draw Selection. ACM SIGGRAPH 2013 - Poster Program, Jul 2013, Los Angeles, United States. pp.Art. 81. ⟨hal-02286736⟩
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Yoann Le Montagner, Elsa D. Angelini, J.-C. Olivo-Marin. Phase retrieval with sparsity priors and application to microscopy video reconstruction. IEEE International Symposium on Biomedical Imaging (ISBI), Apr 2013, San Francisco, CA, United States. ⟨hal-02288348⟩
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Bin Liu, Florence Tupin, Yingzhao Liu, Wenxian Yu. Extraction and characterization of buildings in urban areas via joint use of high-resolution SAR and optical imagery. IGARSS, Jul 2013, Melbourne, Australia. ⟨hal-02286758⟩
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Henri Maître. From Digital camera to Computational Photography. SPIE Eighth International Symposium on Multispectral Image Processing and Pattern Recognition, Oct 2013, Wuhan, China. pp.891701-14. ⟨hal-01103749⟩
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Pooran Memari. Geometric Aspects of the Space of Triangulations. Discrete curvature: theory and applications, Nov 2013, Luminy, France. pp.141-150. ⟨hal-02287051⟩
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Luc Moreau, J. M. Nicolas, Emmanuel Trouvé. Comparaison de la vitesse basale du glacier d’Argentière et de sa vitesse en surface issue de l’imagerie radar. Colloque Interdisciplinaire en Instrumentation C2I, Jan 2013, Lyon, France. ⟨hal-02411923⟩
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Baptiste Morel, Patricia Hornoy, Béatrice Husson, Isabelle Bloch, Catherine Adamsbaum. Progrès récents de l'IRM cérébrale en néonatalogie. Journées Nationales de Néonatalogie, Mar 2013, Paris, France. pp.287-318. ⟨hal-02286488⟩
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Alasdair Newson, Andrés Almansa, Matthieu Fradet, Yann Gousseau, Patrick Perez. Vers un inpainting vidéo automatique, rapide et générique. (Gretsi 2013) 23ème Colloque Gretsi, 2013, Brest, France. ⟨hal-02287085⟩
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J. M. Nicolas, Guillaume Quin, Béatrice Pinel-Puysségur. Application des lois de Meijer à l'imagerie RSO (Radar à Synthèse d'Ouverture) : Calcul d'images "multi-vues géométriques". GRETSI 2013, Sep 2013, Brest, France. ⟨hal-02292441⟩
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Jean-Baptiste Poisson, Hélène Oriot, Florence Tupin. Performances analysis of moving target tracking in circular SAR. IRS (International Radar Symposium), Jul 2013, Dresden, Germany. ⟨hal-02412016⟩
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Edoardo Provenzi. Recent advances in perceptually-inspired variational processing of color images. Ninth Italian Conference on Color, Sep 2013, Florence, Italy. pp.20-27. ⟨hal-02288396⟩
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Edoardo Provenzi. Achromatic induction: A variational interpretation of Rudd-Zemach's edge integration model. 9th International Conference on Signal Image Technology, Workshop on Color and Multispectral Imaging, Dec 2013, Kyoto, Japan. ⟨hal-02286870⟩
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Hichem Sahbi. RELEVANCE FEEDBACK FOR SATELLITE IMAGE CHANGE DETECTION. International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2013, Vancouver, Canada. ⟨hal-02411998⟩
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Hichem Sahbi. Explicit Context-Aware Kernel Map Learning for Image Annotation. International Conference on Computer Vision Systems, Jul 2013, Portland, United States. ⟨hal-02412001⟩
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Hichem Sahbi. INTERACTIVE SATELLITE IMAGE CHANGE DETECTION. In the International Geo-science and remote sensing symposium (IGARSS), Jul 2013, Melbourne, Australia. ⟨hal-02411999⟩
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Hichem Sahbi. CNRS - TELECOM ParisTech at ImageCLEF 2013 Scalable Concept Image Annotation Task: Winning Annotations with Context Dependent SVMs. First rank among 57 participant runs at ImageCLEF 2013, CLEF conference and Labs of the Evaluation Forum, Sep 2013, Valencia, Spain. ⟨hal-02412000⟩
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Antoine Serrurier, Sonia Dahdouh, Guillaume Captier, Valérie Calmels, Catherine Adamsbaum, et al.. 3D articulated growth model of the fetus skeleton, envelope and soft tissues. Recherche en Imagerie et Technologie pour la Santé (RITS), Apr 2013, Bordeaux, France. ⟨hal-02286517⟩
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Xin Su, Charles-Alban Deledalle, Florence Tupin, Hong Sun. SAR Image Change Detection by Likelihood Ratio test in Multi-Temporal Time Series. IGARSS, Jul 2013, Melbourne, Australia. ⟨hal-02286757⟩
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Ling Wang, Hichem Sahbi. Directed Acyclic Graph Kernels for Action Recognition. International Conference on Computer Vision, Dec 2013, Sydney, Australia. ⟨hal-02412024⟩
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Yuan Yang, Joe Wiart, Isabelle Bloch. Towards Next Generation Human-Computer Interaction – Brain-computer interfaces: Applications and Challenges. Chinese Computer Human Interaction (CHI 2013), Apr 2013, Paris, France. ⟨hal-02286495⟩
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Yuan Yang, Olexiy Kyrgyzov, Joe Wiart, Isabelle Bloch. Subject-specific channel selection for classification of morot imagery electroencephalographic data. IEEE International Conference on Acoustics, Speech, and Signal Processing - ICASSP, May 2013, Vancouver, Canada. pp.1277-1280. ⟨hal-02286514⟩
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2012

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Tamy Boubekeur. Point-Based Global Illumination: Principle and Recent Advances. Ecole Jeunes Chercheurs - AFIG 2012, Nov 2012, Calais, France. ⟨hal-02411924⟩
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Tamy Boubekeur. Control Structures For Shape Modeling, Processing and Analysis. Disney Tech Talk / ETH Visual Computing Lunch, Oct 2012, Zurich, Switzerland. ⟨hal-02411925⟩
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M. Campedel, I. O. Kyrgyzov. Consensual Clustering for Land Cover Mapping. IGARSS 2012, Jul 2012, Munich, Germany. ⟨hal-02411890⟩
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Mauricio Delbracio, Andrés Almansa, Pablo Musé, J.-M. Morel. Blind Subpixel Point Spread Function Estimation from Scaled Image Pairs. SIAM Conference on Imaging Science, May 2012, Philadelphia, United States. ⟨hal-02286429⟩
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Flora Dellinger, Julie Delon, Yann Gousseau, Julien Michel, Florence Tupin. SAR-SIFT: a SIFT-like algorithm for applications on SAR images. IGARSS-12, Jul 2012, Munich, Germany. ⟨hal-02286380⟩
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Julie Delon, A. Desolneux. A patch-based approach for random-valued impulse noise removal. ICASSP, Mar 2012, Kyoto, Japan. ⟨hal-02411905⟩
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Noura Faraj, Jean-Marc Thiery, Isabelle Bloch, Nadège Varsier, Joe Wiart, et al.. Robust and Scalable Interactive Freeform Modeling of High Definition Medical Images. MICCAI Workshop on Mesh Processing in Medical Imaging, Oct 2012, Nice, France. pp.1-11. ⟨hal-01117140⟩
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G. Ferraioli, A. Shabou, Florence Tupin. A new phase unwrapping processing chain for 3D reconstruction of urban areas. EUSAR'12, Apr 2012, Nuremberg, Germany. ⟨hal-02288317⟩
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N. Geeraert, Rémy Klausz, Philippe Guidici, S. Muller, Lesley Cockmartin, et al.. Dual energy CT-based characterization of x-ray attenuation properties of breast equivalent material plates. SPIE Medical Imaging, Feb 2012, San Diego, United States. pp.178. ⟨hal-00843365⟩
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Thierry Guillemot, Andrés Almansa, Tamy Boubekeur. Non Local Point Set Surfaces. International Conference on 3D Imaging, Modeling, Processing, Visualization and Transmission (3DIMPVT 2012), Oct 2012, Zurich, Switzerland. pp.324-331, ⟨10.1109/3DIMPVT.2012.71⟩. ⟨hal-01117141⟩
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Michelle Horta, H. Sportouche, Florence Tupin, Nicolas Seichepine, J. M. Nicolas, et al.. Change detection in multi-temporal HR SAR images: a hypothesis test-based approach. IGARSS, Jul 2012, Munich, Germany. ⟨hal-02288335⟩
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Yoann Le Montagner, Elsa D. Angelini, J.-C. Olivo-Marin. Video reconstruction usung compressed sensing measurements and 3D Total Variation regularization for bio-imaging applications. IEEE International Conference on Image Processing (ICIP), Sep 2012, Orlando, FL, United States. ⟨hal-02286373⟩
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Kevin Loquin, Isabelle Bloch, Kiyoko Nakashima, Florence Rossant, Pierre-Yves Boelle, et al.. Automatic Photoreceptor Detection in In-Vivo Adaptive Optics Retinal Images: Statistical Validation. International Conference on Image Analysis and Recognition - ICIAR 2012, Jun 2012, Aveiro, Portugal. pp.408-415. ⟨hal-02286293⟩
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Baptiste Mazin, Julie Delon, Yann Gousseau. Combining Color and Geometry for Local Image Matching. ICPR, Nov 2012, Tsukuba, Japan. ⟨hal-02411903⟩
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N. Milisavljevi'C, Francesco Holecz, Isabelle Bloch, Damien Closson, Francesco Collivignarelli. Estimation of crop extent using multi-temporal PALSAR data. IEEE International Geoscience and Remote Sensing Symposium IGARSS 2012, Jul 2012, Munich, Germany. pp.5943-5946. ⟨hal-02286294⟩
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J. M. Nicolas, Emmanuel Trouvé, Renaud Fallourd, Flavien Vernier, Florence Tupin, et al.. A fisrt comparison of CosmoSkyMed and TerraSAR-X data over Chamonix Mont-Blanc test site. IGARSS'12, Jul 2012, Munich, Germany. ⟨hal-02286379⟩
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Guillaume Pizaine, Raphael Prevost, Elsa D. Angelini, Isabelle Bloch, Sherif Makram-Ebeid. Segmentation-free and multiscale-free extraction of medial information using gradient vector flow. Application to vascular structures. ISBI 2012, May 2012, Barcelona, Spain. pp.258-261. ⟨hal-02286259⟩
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Jean-Baptiste Poisson, Hélène Oriot, Florence Tupin. Moving target tracking using circular SAR imagery. EUSAR'12, Jan 2012, Nuremberg, Germany. ⟨hal-02286270⟩
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Arnaud Roquel, Sylvie Le Hégarat-Mascle, Isabelle Bloch, Bastien Vincke. A new local measure of disagreement between belief functions - Application to localization. BELIEF 2012, Jan 2012, Compiègne, France. pp.335-342. ⟨hal-02286261⟩
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H. Sportouche, Charles-Alban Deledalle, Florence Tupin, J. M. Nicolas, Talita Perciano. How to combine TerraSAR-X and CosmoSkyMed Images for a better scene understanding ?. IGARSS'12, Jul 2012, Munich, Germany. ⟨hal-02288333⟩
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Xin Su, Charles-Alban Deledalle, Florence Tupin, Hong Sun. Two-steps multi-temporal non-local means for SAR images. IGARSS'12, Jul 2012, Munich, Germany. ⟨hal-02288334⟩
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Mariano Tepper, Pablo Musé, Andrés Almansa, Marta Mejail. Finding Edges by A Contrario Detection of Periodic Subsequences. LNCS - Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications (CIARP 2012), Sep 2012, Buenos Aires, Argentina. pp.773-780, ⟨10.1007/978-3-642-33275-3_95⟩. ⟨hal-02286428⟩
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Jean-Marc Thiery, Julien Tierny, Tamy Boubekeur. CageR: From 3D Performance Capture to Cage-based Representation. ACM SIGGRAPH 2012 - Talk Program, Aug 2012, Los Angeles, United States. ⟨hal-02411892⟩
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Guillaume Vialaneix, Yvan Fournier, Tamy Boubekeur. Hybrid Viscous Layer Insertion in a Tetrahedral Mesh. International Meshing Roundtable, Oct 2012, San Jose, United States. pp.Research Note. ⟨hal-02286395⟩
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Dinh-Phong Vo, Hichem Sahbi. Transductive Inference & Kernel Design for Object Class Segmentation. International Conference on Image Processing (ICIP), Oct 2012, Hong Kong, China. ⟨hal-02411929⟩
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Gui-Song Xia, Yann Gousseau, Julie Delon. An Accurate and Contrast Invariant Junction Detector. ICPR, Oct 2012, Tsukuba, Japan. ⟨hal-02411904⟩
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2011

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Yoann Le Montagner, M. Marim, Elsa D. Angelini, J.-C. Olivo-Marin. Numerical evaluation of subsampling effects on image reconstruction in Compressed-Sensing microscopy. SPIE Wavelet XIII, Aug 2011, San Diego, CA, United States. ⟨hal-02288354⟩
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Pooran Memari, Patrick Mullen, Mathieu Desbrun. Parameterization of Generalized Primal-Dual Triangulations. International Meshing Roundtable, Oct 2011, Paris, France. pp.237-253. ⟨hal-02286423⟩
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Leila Schemali, Jean-Marc Thiery, Tamy Boubekeur. Déformation 3D intercative par lignes caractéristiques. AFIG, Oct 2011, Biarritz, France. ⟨hal-02411849⟩
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Laurence Vancamberg, N. Geeraert, Razvan Iordache, Giovanni Palma, S. Muller, et al.. 3D density estimation in digital breast tomosynthesis: application to needle path planning for breast biopsy. SPIE Medical Imaging, Mar 2011, Orlando, United States. pp.79640D. ⟨hal-01050956⟩
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Guillaume Vialaneix, Tamy Boubekeur. A Fast Separable Approximation of Bilateral Mesh Filtering. ACM SIGGRAPH 2011 Talk Program, Aug 2011, Vancouver, Canada. ⟨hal-02411829⟩
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2010

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He Chu, Xinping Deng, G.-S. Xia, Wen Yang, Hong Sun. Topograhic gray level multiscale analysis and its application to histogram modeification. IEEE International Conference on Image Processing (ICIP), Sep 2010, Hong Kong, China. ⟨hal-02411836⟩
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X. Perrotton, M. Sturzel, Michel Roux. Implicit Hierarchical Boosting for Multi-view Object Detection. The Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2010, Jun 2010, San Francisco, CA, United States. pp.958-965, ⟨10.1109/CVPR.2010.5540115⟩. ⟨hal-02286717⟩
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N. Sabater, J.-M. Morel, Andrés Almansa, G. Blanchet. Discarding moving objects in quasi-simultaneous stereovision. (ICIP 2010) 17th IEEE International Conference on Image Processing, Sep 2010, Hong Kong, China. pp.2957 - 2960, ⟨10.1109/ICIP.2010.5653500⟩. ⟨hal-02411871⟩
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2009

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S. Zinger, Henri Maître, Jacques Delabrouille, Michel Roux. CMB Anisotropies Interpolation. IMAGAPP (Int. Conf on Imaging Theory and Applications), Feb 2009, Lisboa, Portugal. pp.155-158. ⟨hal-02286269⟩
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2005

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J. Atif, O. Nempont, Elsa D. Angelini, Isabelle Bloch. Integration of Fuzzy Mathematical Morphology and Fuzzy Spatial Relationships into ITK. MICCAI Open Source Workshop, Dec 2005, Munich, Germany. ⟨hal-02412139⟩
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Book sections

2021

ref_biblio
Emmanouil Karystinaios, Corentin Guichaoua, Moreno Andreatta, Louis Bigo, Isabelle Bloch. MUSIC GENRE DESCRIPTOR FOR CLASSIFICATION BASED ON TONNETZ TRAJECTORIES. Acte musical et environnements informatiques : actes des Journées d'Informatique Musicale 2020 (JIM 2020). Université de Strasbourg/Faculté des Arts, Strasbourg, sous la direction de Hérold, N., Guichaoua, C., Mays, T., In press. ⟨hal-03414081⟩
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https://hal.archives-ouvertes.fr/hal-03414081/file/KARYSTINAIOS_E._GUICHAOUA_C._ANDREATTA_M._BIGO_L._BLOCH_I._Music_Genre_Descriptor_Oct2020.pdf BibTex

2020

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Isabelle Bloch, Régis Clouard, Marinette Revenu, Olivier Sigaud. Artifical Intelligence and Pattern Recognition, Vision, Learning. Springer. A Guided Tour of Artificial Intelligence Research (P. Marquis, O. Papini, H. Prade, Eds), III, Springer, pp.337-364, 2020. ⟨hal-02288075⟩
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Nicolas Charon, Benjamin Charlier, Joan Glaunès, Pietro Gori, Pierre Roussillon. Fidelity metrics between curves and surfaces: currents, varifolds, and normal cycles. Riemannian Geometric Statistics in Medical Image Analysis, Elsevier, pp.441-477, 2020, ⟨10.1016/B978-0-12-814725-2.00021-2⟩. ⟨hal-02341029⟩
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2019

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Yohann Tendero, Igor Ciril, Jérôme Darbon. A Simple and Exact Algorithm to Solve Linear Problems with l1 -based Regularizers. VISIGRAPP 2018 – Extended and Revised Papers, Springer, 2019. ⟨hal-02288046⟩
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2018

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Franco Bagnoli, Sara Dridi, Samira El Yacoubi, Raul Rechtman. Regional Control of Probabilistic Cellular Automata. Cellular Automata, Lecture Notes in Computer Science, 11115, 2018. ⟨hal-03042115⟩
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Isabelle Bloch. Modèles symboliques pour la reconnaissance de structures dans les images médicales. IDs'16 Extraction, Modélisation, Gestion de Connaissances, Presses des Mines, pp.39-48, 2018. ⟨hal-02287724⟩
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Charles-Alban Deledalle, L. Denis, G. Ferraioli, Florence Tupin. Mathematical models for very high resolution SAR data and their applications. Mathematical Models for Remote Sensing Image Processing, Springer, 2018. ⟨hal-02287653⟩
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2016

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Jean-Marie Nicolas, Florence Tupin. The Principles of DTM Reconstruction from SAR Images. Micro-wave remote sensing of land surfaces, ISTE, 2016. ⟨hal-02287366⟩
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Jean-Marie Nicolas, Florence Tupin. Les principes de reconstruction d'un MNT à partir d'images RSO. Télédétection pour l'observation des surfaces continentales, Elsevier, 2016. ⟨hal-02287364⟩
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2015

ref_biblio
Abdel-Bassir Abou-Elailah, Valérie Gouet-Brunet, Isabelle Bloch. Detection of Abrupt Changes in Spatial Relationships in Video Sequences. Pattern Recognition, Applications and Methods, LNCS 9493, Springer, pp.89-106, 2015. ⟨hal-02287241⟩
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Tamy Boubekeur. Mesh Reconstruction from a Point Cloud. Digital Representations of the Real World: How to Capture, Model, and Render Visual Reality, CRC Press, 2015. ⟨hal-02286967⟩
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Ujjwal Verma, Florence Rossant, Isabelle Bloch, Julien Orensanz, Denis Boisgontier. Segmentation of tomatoes in open field images with shape and temporal constraints. Pattern Recognition, Applications and Methods, LNCS 9443, Springer, pp.162-178, 2015. ⟨hal-02287215⟩
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2014

ref_biblio
Isabelle Bloch, Régis Clouard, Marinette Revenu, Olivier Sigaud. 7 : Intelligence artificielle et reconnaissance des formes, vision, apprentissage. Panorama de l’intelligence artificielle - Ses bases méthodologiques ses développements - Volume 3 (P. Marquis, O. Papini, H. Prade, eds.), Cépaduès, pp.1165-1195, 2014. ⟨hal-02286463⟩
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Michel Roux, Olivier de Joinville, Florence Tupin, Jean-Marie Nicolas. 9 : Elevation Measurements. Remote Sensing Imagery, ISTE Wiley, pp.223-249, 2014. ⟨hal-02287202⟩
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Michel Roux, Olivier de Joinville, Florence Tupin, Jean-Marie Nicolas. 9 : Mesures de l'élévation. Imagerie de télédétection, Hermes, pp.241-267, 2014. ⟨hal-02287201⟩
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2013

ref_biblio
Isabelle Bloch. Fuzzy models of spatial relations, application to spatial reasoning. On Fuzziness. A Homage to Lotfi A. Zadeh, Springer (Studies in Fuzziness and Soft Computing), pp.51-58, 2013. ⟨hal-02286305⟩
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Julie Delon, Andrés Almansa. Stereo Reconstruction in Satellite and Aerial Imaging. Inverse Problems in Vision and 3D Tomography, John Wiley & Sons, Inc., 2013, ⟨10.1002/9781118603864.ch12⟩. ⟨hal-02287087⟩
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2011

ref_biblio
F. Viénot, Hans Brettel. Noirs métamères et blancs métamères. Ecole thématique interdisciplinaire du CNRS « Le noir et le blanc », Okhra, pp.89-98, 2011. ⟨hal-02278685⟩
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2001

ref_biblio
Danielle Ducrot, Florence Tupin, Sylvie Le Hégarat-Mascle. 7. Classification des images de RSO, Hermes, pp.170-192, 2001. ⟨hal-02286273⟩
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Armand Lopes, Florence Tupin, Sylvie Le Hégarat-Mascle. chapitre 6. Estimation de la réflectivité et filtrage des images de RSO, Hermes, pp.145-166, 2001. ⟨hal-02286272⟩
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Armand Lopes, Florence Tupin. 8. Détection de points, contours et lignes, Hermes, pp.198-216, 2001. ⟨hal-02286274⟩
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Directions of work or proceedings

2020

ref_biblio
Isabelle Bloch. Actes de la conférence nationale en intelligence artificielle CNIA - PFIA 2020, Angers, 2020.. 2020. ⟨hal-02913891⟩
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https://hal.telecom-paris.fr/hal-02913891/file/actes_CNIA_CH_PFIA2020.pdf BibTex
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Isabelle Bloch, Zied Bouraoui, Stephan Brunessaux, Sylvie Doutre, Amal El Fallah-Seghrouchni, et al.. Conférence Nationale d'Intelligence Artificielle Année 2020. Isabelle Bloch; Zied Bouraoui; Nicolas Sabouret; Yves Demazeau; Dominique Longin; Stephan Brunessaux; Sylvie Doutre; Amal El Fallah-Seghrouchni; Sébastien Ferré; Frédéric Maris; Alexandre Niveau. Conférence Nationale d’Intelligence Artificielle (CNIA 2020), Jun 2020, Angers, France. Association Française pour l'Intelligence Artificielle (AFIA), 2020. ⟨hal-02964840⟩
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Other publications

2020

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Philipp Holl, Vladlen Koltun, Kiwon Um, Nils Thuerey. phiflow: A Differentiable PDE Solving Framework for Deep Learning via Physical Simulations. NeurIPS Workshop, 2020. ⟨hal-03142278⟩
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Books

2017

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Henri Maître. From Photon to Pixel: The digital camera. 2017. ⟨hal-03103291⟩
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2016

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Henri Maître. Du photon au pixel : l'appareil photographique numérique, 2eme édition augmentée. ISTE, pp.425, 2016. ⟨hal-02287451⟩
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2014

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Florence Tupin, J. Inglada, J. M. Nicolas. Remote Sensing Imagery. ISTE - Wiley, pp.351, 2014. ⟨hal-02287185⟩
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2008

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Isabelle Bloch. Information Fusion in Signal and Image Processing. ISTE, Wiley, pp.295, 2008. ⟨hal-02287256⟩
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Patents

2017

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Hélène Legrand, Tamy Boubekeur. Procede de simplification de modele de geometrie. France, N° de brevet: INPI/1000292336/PCT/FR2016/051030. Legrand:2017:Patent. 2017. ⟨hal-02412546⟩
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2014

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J. M. Nicolas, Laurent Kopp, Frédéric Mosca, Claude Cohen Bacrie, Christophe Fraschini. Imaging device with image acquisition rate optimization. France, Patent n° : 20140024943. JM:PAT14. 2014. ⟨hal-02412535⟩
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2010

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Elsa D. Angelini, Julie Delon, E. Mandonnet. PROCEDE DE QUANTIFICATION DE L’EVOLUTION DE PATHOLOGIES IMPLIQUANT DES CHANGEMENTS DE VOLUMES DE CORPS, NOTAMMENT DE TUMEURS. France, N° de brevet: WO2010136584 A1. EA:Br-Midway. 2010. ⟨hal-02412532⟩
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Poster communications

2019

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Manon Gosselin, Yohann Tendero, Sylvain Bauvais, Danielle Arribet-Deroin, Gaspard Pagès, et al.. A Diachronic and Statistic Approach of Qualities of Ferrous Alloys: Toward an Automatic Algorithm?. Archaemetallurgy in Europe 2019, Jun 2019, Miskolch, Hungary. ⟨hal-02297022⟩
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Reports

2019

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Gianni Franchi, Andrei Bursuc, Emmanuel Aldea, Séverine Dubuisson, Isabelle Bloch. TRADI: Tracking deep neural network weight distributions. [Research Report] Telecom Paristech; LTCI - Laboratoire Traitement et Communication de l'Information [Paris]. 2019. ⟨hal-02428596⟩
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2018

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Isabelle Bloch, Jérôme Lang, Ramon Pino Pérez, Carlos Uzcategui. Morphologic for knowledge dynamics: revision, fusion, abduction. [Research Report] arXiv:1802.05142v1, arXiv cs.AI. 2018. ⟨hal-02287815⟩
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2017

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Marc Aiguier, Isabelle Bloch. Dual Logic Concepts based on Mathematical Morphology in Stratified Institutions: Applications to Spatial Reasoning. [Research Report] arXiv:1710.05661, arXiv CoRR. 2017. ⟨hal-02287717⟩
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2016

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Cecilia Aguerrebere, Andrés Almansa, Julie Delon, Yann Gousseau, Pablo Musé. Inverse Problems in Imaging: a Hyperprior Bayesian Approach. [Research Report] hal-01107519v2, HAL Archives Ouvertes. 2016. ⟨hal-02287284⟩
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Henrique Morimitsu, Isabelle Bloch, R. M. Cesar. Exploring Structure for Long-Term Tracking of Multiple Objects in Sports Videos. [Research Report] arXiv:1612.06454, Télécom ParisTech and Univ. Sao Paulo. 2016. ⟨hal-02287497⟩
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J. M. Nicolas. Les lois de Halphen en imagerie radar. [Rapport de recherche] 2016D003, Télécom ParisTech. 2016. ⟨hal-02287341⟩
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2015

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Marc Aiguier, J. Atif, C. Hudelot, Isabelle Bloch. Belief revision in institutions: a relaxation-based approach. [Research Report] abs/1502.02298, arXiv CoRR. 2015. ⟨hal-02287097⟩
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2014

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Felix Distel, J. Atif, Isabelle Bloch. Concept Dissimilarity based on Tree Edit Distance and Morphological Dilation. [Research Report] 2014D001, Telecom ParisTech - CNRS LTCI. 2014. ⟨hal-02286861⟩
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Preprints, Working Papers, ...

2022

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Nicolas Cherel, Andrés Almansa, Yann Gousseau, Alasdair Newson. Patch-Based Stochastic Attention for Image Editing. 2022. ⟨hal-03613698⟩
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https://arxiv.org/pdf/2202.03163 BibTex
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Emanuele Dalsasso, Loïc Denis, Max Muzeau, Florence Tupin. Self-supervised training strategies for SAR image despeckling with deep neural networks. 2022. ⟨hal-03589245⟩
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2021

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Nicolas Gonthier, Yann Gousseau, Saïd Ladjal. High resolution neural texture synthesis with long range constraints. 2021. ⟨hal-03210309⟩
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https://arxiv.org/pdf/2008.01808 BibTex
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Nicolas Gonthier, Saïd Ladjal, Yann Gousseau. Multiple instance learning on deep features for weakly supervised object detection with extreme domain shifts. 2021. ⟨hal-03210265⟩
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https://arxiv.org/pdf/2008.01178 BibTex

2020

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Valérie Beaudouin, Isabelle Bloch, David Bounie, Stéphan Clémençon, Florence d'Alché-Buc, et al.. Flexible and Context-Specific AI Explainability: A Multidisciplinary Approach. 2020. ⟨hal-02506409⟩
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2018

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Henri Maître. Qu'est-ce qu'une belle photo ? Essai sur l'esthétique en photographie numérique. 2018. ⟨hal-01864135⟩
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https://hal-imt.archives-ouvertes.fr/hal-01864135/file/esthetique.pdf BibTex