CSDAI

Journal articles

2024

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Mounim El Yacoubi, Umapada Pal, Eric Granger, Pong Chi Yuen. Special section: best papers of the international conference on pattern recognition and artificial intelligence (ICPRAI) 2022.. Pattern Recognition Letters, 2024, 177, pp.150. ⟨10.1016/j.patrec.2023.12.011⟩. ⟨hal-04364347⟩

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Xavier Guerra, Simon Rennotte, Catalin Fetita, Marouane Boubaya, Marie-Pierre Debray, et al.. U-net convolutional neural network applied to progressive fibrotic interstitial lung disease: is progression at CT scan associated with a clinical outcome?. Respiratory Medicine and Research, 2024, 85, pp.101058. ⟨10.1016/j.resmer.2023.101058⟩. ⟨hal-04303262⟩

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2023

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Lyes Bouchama, Bernadette Dorizzi, Yaneck Gottesman, Jacques Klossa. A physics-inspired deep learning framework for an efficient fourier ptychographic microscopy reconstruction under low overlap conditions. Sensors, 2023, 23 (15), pp.6829. ⟨10.3390/s23156829⟩. ⟨hal-04397977⟩

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Lyes Bouchama, Bernadette Dorizzi, Marc Thellier, Jacques Klossa, Yaneck Gottesman. Fourier ptychographic microscopy image enhancement with bi-modal deep learning. Biomedical optics express, 2023, 14 (7), pp.3172-3189. ⟨10.1364/BOE.489776⟩. ⟨hal-04174327⟩

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Max Cohen, Maurice Charbit, Sylvain Le Corff. Last layer state space model for representation learning and uncertainty quantification. IEEE Workshop Statistical Signal Processing, 2023, ⟨10.48550/arXiv.2307.01566⟩. ⟨hal-04146454⟩

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J.C. Cousin, Muriel Muller, Nour Awarkeh, Nel Samama. 2D indoor localization resolution improvement using IR-UWB stepped frequencies signals. IEEE Sensors Letters, 2023, ⟨10.1109/LSENS.2023.3328793⟩. ⟨hal-04277586⟩

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Catalin Fetita, Jean Richeux, Antoine Didier, Mathilde Maury, Jasper Flint, et al.. Comparison between computerised lung SPECT-CT and noncontrast thoracic HRCT for quantitative analysis of post-acute COVID-19 pulmonary vascular pruning. ERJ Open Research, 2023, 9 (5), pp.00076-2023. ⟨10.1183/23120541.00076-2023⟩. ⟨hal-04303024⟩

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Houda Hassini, Bernadette Dorizzi, Marc Thellier, Yaneck Gottesman, Jacques Klossa. Investigating the joint amplitude and phase imaging of stained samples in automatic diagnosis. Sensors, 2023, 23 (18), pp.7932. ⟨10.3390/s23187932⟩. ⟨hal-04397826⟩

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Lorenzo Hermez, Abdelghani Halimi, Nesma Houmani, Sonia Garcia-Salicetti, Omar Galarraga, et al.. Clinical gait analysis: characterizing normal gait and pathological deviations due to neurological diseases. Sensors, 2023, 23 (14), pp.6566. ⟨10.3390/s23146566⟩. ⟨hal-04172052⟩

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Mohamed Ibn Khedher, Houda Jmila, Mounim El Yacoubi. On the formal evaluation of the robustness of neural networks and Its pivotal relevance for AI-Based safety-critical domains. International Journal of Network Dynamics and Intelligence, 2023, 2 (4), pp.100018. ⟨10.53941/ijndi.2023.100018⟩. ⟨hal-04364344⟩

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Colin Laville, Catalin Fetita, Thomas Gille, Pierre-Yves Brillet, Hilario Nunes, et al.. Comparison of optimization parametrizations for regional lung compliance estimation using personalized pulmonary poromechanical modeling. Biomechanics and Modeling in Mechanobiology, 2023, 22, pp.1541-1554. ⟨10.1007/s10237-023-01691-9⟩. ⟨hal-04199401⟩

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Yantao Li, Li Liu, Shaojiang Deng, Huafeng Qin, Mounim El-Yacoubi, et al.. Memory-augmented autoencoder based continuous authentication on smartphones with conditional transformer GANs. IEEE Transactions on Mobile Computing, 2023, pp.1-16. ⟨10.1109/TMC.2023.3290834⟩. ⟨hal-04304493⟩

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Madjid Maidi, Samir Otmane, Yassine Lehiani, Marius Preda. Object detection enhanced by hybrid overlay for augmented reality. International Journal of Semantic Computing, 2023, 17 (4), pp.619--631. ⟨10.1142/S1793351X23300029⟩. ⟨hal-04167814⟩

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Michael Mctear, Kristiina Jokinen, Mirza Mohtashim Alam, Qasid Saleem, Giulio Napolitano, et al.. Interaction with a virtual coach for active and healthy ageing. Sensors, 2023, 23 (5), pp.2748. ⟨10.3390/s23052748⟩. ⟨hal-04391675⟩

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Omar El Mellouki, Mohamed Ibn Khedher, Mounim A El-Yacoubi. Abstract layer for leakyReLU for neural network verification based on abstract interpretation. IEEE Access, 2023, 11, pp.33401 - 33413. ⟨10.1109/ACCESS.2023.3263145⟩. ⟨hal-04058040⟩

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Bogdan Mocanu, Ruxandra Tapu, Titus Zaharia. Multimodal emotion recognition using cross modal audio-video fusion with attention and deep metric learning. Image and Vision Computing, 2023, 133, pp.104676. ⟨10.1016/j.imavis.2023.104676⟩. ⟨hal-04305416⟩

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Alexandre C Moreaux, Mihai P Mitrea. Royalty-friendly digital asset exchanges on blockchains. IEEE Access, 2023, 11, pp.56235-56247. ⟨10.1109/ACCESS.2023.3283153⟩. ⟨hal-04230141⟩

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Alexandre C Moreaux, Mihai P Mitrea. Blockchain asset lifecycle management for visual content tracking. IEEE Access, 2023, 11, pp.100518-100539. ⟨10.1109/ACCESS.2023.3311635⟩. ⟨hal-04230150⟩

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Alexandre C Moreaux, Mihai P Mitrea. Visual content verification in blockchain environments. Blockchain and Cryptocurency, 2023, 1 (1), pp.44-55. ⟨hal-04230174⟩

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Kaouther Ouenniche, Ruxandra Tapu, Titus Zaharia. Vision-Text cross-modal fusion for accurate video captioning. IEEE Access, 2023, 11, pp.115477-115492. ⟨10.1109/ACCESS.2023.3324052⟩. ⟨hal-04305431⟩

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Huafeng Qin, Changqing Gong, Yantao Li, Xinbo Gao, Mounim El-Yacoubi. Label enhancement based multi-scale transformer for palm-vein recognition. IEEE Transactions on Instrumentation and Measurement, 2023, 72, pp.1-1. ⟨10.1109/TIM.2023.3261909⟩. ⟨hal-04058053⟩

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Huafeng Qin, Haofei Xi, Yantao Li, Mounim El-Yacoubi, Jun Wang, et al.. Adversarial learning-based data augmentation for palm-vein identification. IEEE Transactions on Circuits and Systems for Video Technology, 2023, ⟨10.1109/TCSVT.2023.3334825⟩. ⟨hal-04326506⟩

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Huafeng Qin, Chao Fan, Shaojiang Deng, Yantao Li, Mounim El-Yacoubi, et al.. AG-NAS: an attention GRU-based neural architecture search for finger-vein recognition. IEEE Transactions on Information Forensics and Security, 2023, pp.1-1. ⟨10.1109/TIFS.2023.3340915⟩. ⟨hal-04348350⟩

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Léa Saunier, Nicolas Hoffmann, Marius Preda, Catalin Fetita. Virtual reality interface evaluation for earthwork teleoperation. Electronics, 2023, 12 (19), pp.4151. ⟨10.3390/electronics12194151⟩. ⟨hal-04389157⟩

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Serena Zanelli, Kornelia Eveilleau, Peter H Charlton, Mehdi Ammi, Magid Hallab, et al.. Clustered photoplethysmogram pulse wave shapes and their associations with clinical data. Frontiers in Physiology, 2023, 14, ⟨10.3389/fphys.2023.1176753⟩. ⟨hal-04304385⟩

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2022

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Majd Abazid, Nesma Houmani, Bernadette Dorizzi, Jérôme Boudy, Jean Mariani, et al.. Weighted brain network analysis on different stages of clinical cognitive decline. Bioengineering, 2022, 9 (2), pp.62. ⟨10.3390/bioengineering9020062⟩. ⟨hal-03953134⟩

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Mohamed Allouche, Mihai Mitrea. Video fingerprinting: past, present, and future. Frontiers in Signal Processing, 2022, 2, pp.1-25. ⟨10.3389/frsip.2022.984169⟩. ⟨hal-03932945⟩

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Andrea Basso, Paolo Ribeca, Marina Bosi, Niccolo Pretto, Gérard Chollet, et al.. AI-based media coding standards. Smpte Motion Imaging Journal, 2022, 131 (4), pp.10-20. ⟨10.5594/JMI.2022.3160793⟩. ⟨hal-04392078⟩

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Daniela Carfora, Suyeon Kim, Nesma Houmani, Sonia Garcia-Salicetti, Anne-Sophie Rigaud. On extracting digitized spiral dynamics’ representations: a study on transfer learning for early Alzheimer’s detection. Bioengineering, 2022, 9 (8), pp.375. ⟨10.3390/bioengineering9080375⟩. ⟨hal-03953214⟩

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Quang Dao, Mounim El-Yacoubi, Anne-Sophie Rigaud. Detection of alzheimer disease on online handwriting using 1D convolutional neural network. IEEE Access, 2022, 11, pp.2148-2155. ⟨10.1109/ACCESS.2022.3232396⟩. ⟨hal-03987146⟩

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Maxime de Bois, Mounim El Yacoubi, Mehdi Ammi. GLYFE: review and benchmark of personalized glucose predictive models in type 1 diabetes. Medical and Biological Engineering and Computing, 2022, 60 (1), pp.1-17. ⟨10.1007/s11517-021-02437-4⟩. ⟨hal-03952810⟩

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Holger Fröhlich, Noémi Bontridder, Dijana Petrovska-Delacréta, Enrico Glaab, Felix Kluge, et al.. Leveraging the potential of digital technology for better individualized treatment of parkinson's disease. Frontiers in Neurology, 2022, 13 (788427), pp.1-13. ⟨10.3389/fneur.2022.788427⟩. ⟨hal-03770934⟩

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Mohamed Amine Hmani, Dijana Petrovska-Delacrétaz, Bernadette Dorizzi. Locality preserving binary face representations using auto‐encoders. IET Biometrics, 2022, 11 (5), pp.445-458. ⟨10.1049/bme2.12096⟩. ⟨hal-03944066⟩

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Nathan Hubens, Matei Mancas, Bernard Gosselin, Marius Preda, Titus Zaharia. FasterAI: a lightweight library for neural networks compression. Electronics, 2022, 11 (22), pp.3789. ⟨10.3390/electronics11223789⟩. ⟨hal-03930120⟩

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Laetitia Jeancolas, Graziella Mangone, Dijana Petrovska-Delacrétaz, Habib Benali, Badr-Eddine Benkelfat, et al.. Voice characteristics from isolated rapid eye movement sleep behavior disorder to early Parkinson's disease. Parkinsonism & Related Disorders, 2022, 95, pp.86-91. ⟨10.1016/j.parkreldis.2022.01.003⟩. ⟨hal-03630971⟩

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Adil Khan, Antoine Hazart, Omar Galarraga, Sonia Garcia-Salicetti, Vincent Vigneron. Treatment outcome prediction using multi-task learning: application to botulinum toxin in gait rehabilitation. Sensors, 2022, Machine Learning Methods for Biomedical Data Analysis, 22 (21), pp.1-19. ⟨10.3390/s22218452⟩. ⟨hal-03864673⟩

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Traian Lavric, Emmanuel Bricard, Marius Preda, Titus Zaharia. A low-cost AR training system for manual assembly operations. Computer Science and Information Systems, 2022, 19 (2), pp.1047-1073. ⟨10.2298/CSIS211123013L⟩. ⟨hal-03930114⟩

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Yantao Li, Li Liu, Huafeng Qin, Shaojiang Deng, Mounim El Yacoubi, et al.. Adaptive deep feature fusion for continuous authentication with data augmentation. IEEE Transactions on Mobile Computing, 2022, pp.1-16. ⟨10.1109/TMC.2022.3186614⟩. ⟨hal-03944312⟩

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Hoai-Nam Nguyen. Robust adaptive PI control of wave energy converters with uncertain dynamics. IFAC Journal of Systems and Control, 2022, 19, pp.100183:1-100183:28. ⟨10.1016/j.ifacsc.2022.100183⟩. ⟨hal-03534386⟩

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Cécile Patte, Pierre-Yves Brillet, Catalin Fetita, Jean Francois Bernaudin, Thomas Gille, et al.. Estimation of regional pulmonary compliance in idiopathic pulmonary fibrosis based on personalized lung poromechanical modeling. Journal of Biomechanical Engineering, 2022, 144 (9), pp.091008:1-091008:14. ⟨10.1115/1.4054106⟩. ⟨hal-03605865⟩

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Matthieu Petit, Catalin Fetita, Augustin Gaudemer, Ludovic Treluyer, Guillaume Lebreton, et al.. Prone-positioning for severe acute respiratory distress syndrome requiring extracorporeal membrane oxygenation. Critical Care Medicine, 2022, 50 (2), pp.264-274. ⟨10.1097/CCM.0000000000005145⟩. ⟨hal-03983252⟩

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Huafeng Qin, Rongshan Hu, Mounim El Yacoubi, Yantao Li, Xinbo Gao. Local attention transformer-based full-view finger-fein identification. IEEE Transactions on Circuits and Systems for Video Technology, 2022, pp.1-1. ⟨10.1109/TCSVT.2022.3227385⟩. ⟨hal-03944291⟩

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Marie Reinbigler, Jérémie Cosette, Zoheir Guesmia, Simon Jimenez, Catalin Fetita, et al.. Artificial intelligence workflow quantifying muscle features on Hematoxylin–Eosin stained sections reveals dystrophic phenotype amelioration upon treatment. Scientific Reports, 2022, 12 (19913), pp.1-12. ⟨10.1038/s41598-022-24139-z⟩. ⟨hal-03902418⟩

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Shuqiang Yang, Yiquan Wu, Xin Jin, Mounim El Yacoubi, Huafeng Qin. CGAN-DA: a cross-modality domain adaptation model for hand-Vein biometric-based authentication. JOURNAL OF Cyber-Physical-Social Intelligence, 2022, 1, pp.3-12. ⟨10.61702/YRMC5182⟩. ⟨hal-04304430⟩

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Serena Zanelli, Mehdi Ammi, Magid Hallab, Mounim El Yacoubi. Diabetes detection and management through photoplethysmographic and electrocardiographic signals analysis: a Systematic Review. Sensors, 2022, 22, ⟨10.3390/s22134890⟩. ⟨hal-03858023⟩

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2021

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Majd Abazid, Nesma Houmani, Jérôme Boudy, Bernadette Dorizzi, Jean Mariani, et al.. A comparative study of functional connectivity measures for brain network analysis in the context of AD detection with EEG. Entropy, 2021, 23 (11), pp.1553:1-1553:22. ⟨10.3390/e23111553⟩. ⟨hal-03456928⟩

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Mohamed Allouche, Mihai Mitrea, Alexandre Moreaux, Sang-Kyun Kim. Automatic Smart Contract generation for Internet of Media Things. ICT Express, 2021, 7 (3), pp.274-277. ⟨10.1016/j.icte.2021.08.009⟩. ⟨hal-03577336⟩

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Mohamed Allouche, Tarek Frikha, Mihai Mitrea, Gérard Memmi, Faten Chaabane. Lightweight blockchain processing: case study: scanned document tracking on Tezos blockchain. Applied Sciences, 2021, 11 (15), pp.7169:1-7169:17. ⟨10.3390/app11157169⟩. ⟨hal-03559645⟩

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Chao Cao, Marius Preda, Vladyslav Zakharchenko, Euee Jang, Titus Zaharia. Compression of sparse and dense dynamic point clouds: methods and standards. Proceedings of the IEEE, 2021, 109 (9), pp.1537-1558. ⟨10.1109/JPROC.2021.3085957⟩. ⟨hal-03595483⟩

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Max Cohen, Sylvain Le Corff, Maurice Charbit, Marius Preda, Gilles Nozière. End-to-end deep meta modelling to calibrate and optimize energy consumption and comfort. Energy and Buildings, 2021. ⟨hal-02873577v3⟩

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Maxime de Bois, Mounim El Yacoubi, Mehdi Ammi. Enhancing the interpretability of deep models in healthcare through attention: application to glucose forecasting for diabetic people. International Journal of Pattern Recognition and Artificial Intelligence, 2021, 35 (12), ⟨10.1142/S0218001421600065⟩. ⟨hal-04307266⟩

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Maxime de Bois, Mounim El Yacoubi, Mehdi Ammi. Adversarial multi-source transfer learning in healthcare: application to glucose prediction for diabetic people. Computer Methods and Programs in Biomedicine, 2021, 199, pp.105874. ⟨10.1016/j.cmpb.2020.105874⟩. ⟨hal-04307273⟩

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Maxime de Bois, Mounim El Yacoubi, Mehdi Ammi. Integration of clinical criteria into the training of deep models: Application to glucose prediction for diabetic people. Smart Health, 2021, 21, pp.100193. ⟨10.1016/j.smhl.2021.100193⟩. ⟨hal-04307269⟩

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Paul Guélorget, Guillaume Gadek, Titus Zaharia, Bruno Grilheres. Active learning to measure opinion and violence in French newspapers. Procedia Computer Science, 2021, 192, pp.202-211. ⟨10.1016/j.procs.2021.08.021⟩. ⟨hal-03595547⟩

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Laetitia Jeancolas, Dijana Petrovska-Delacrétaz, Graziella Mangone, Badr-Eddine Benkelfat, Jean-Christophe Corvol, et al.. X-Vectors: new quantitative biomarkers for early Parkinson's disease detection from speech. Frontiers in Neuroinformatics, 2021, 15, pp.578369:1-578369:18. ⟨10.3389/fninf.2021.578369⟩. ⟨hal-03152631⟩

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Bogdan Mocanu, Ruxandra Tapu, Titus Zaharia. Utterance level feature aggregation with deep metric learning for speech emotion recognition. Sensors, 2021, 21 (12), pp.4233:1-4233:18. ⟨10.3390/s21124233⟩. ⟨hal-03585385⟩

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Bogdan Mocanu, Ruxandra Tapu. Automatic subtitle synchronization and positioning system dedicated to deaf and hearing impaired people. IEEE Access, 2021, 9, pp.139544-139555. ⟨10.1109/ACCESS.2021.3119201⟩. ⟨hal-03585419⟩

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Jugurta Montalvao, Luiz Miranda, Bernadette Dorizzi. Straightforward working principles behind modern data visualization approaches. IEEE Access, 2021, 9, pp.4242-4252. ⟨10.1109/ACCESS.2020.3047910⟩. ⟨hal-03122991⟩

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Aymen Mtibaa, Dijana Petrovska-Delacrétaz, Ahmed Ben Hamida, Jérôme Boudy. Privacy‐preserving speaker verification system based on binary I‐vectors. IET Biometrics, 2021, 10 (3), pp.233-245. ⟨10.1049/bme2.12013⟩. ⟨hal-03770940⟩

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Huafeng Qin, Mounim El-Yacoubi, Yantao Li, Chongwen Liu. Multi-scale and multi-direction GAN for CNN-based single palm-vein identification. IEEE Transactions on Information Forensics and Security, 2021, 16, pp.2652-2666. ⟨10.1109/TIFS.2021.3059340⟩. ⟨hal-04307270⟩

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2020

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Majd Abazid, Nesma Houmani, Sonia Garcia-Salicetti. Enhancing security on touch-screen sensors with augmented handwritten signatures. Sensors, 2020, 20 (3), pp.933:1-933:21. ⟨10.3390/s20030933⟩. ⟨hal-02492596⟩

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Chao Cao, Marius Preda, Titus Zaharia. What’s new in point cloud compression?. Global Journal of Engineering Sciences - GJES, 2020, 4 (5), ⟨10.33552/GJES.2020.04.000598⟩. ⟨hal-04389415⟩

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Sebastien Hamis, Titus Zaharia, Olivier Rousseau. Optimizing image compression with deep super-resolution techniques. IEEE consumer electronics magazine, 2020, 9 (5), pp.91-101. ⟨10.1109/mce.2020.2986994⟩. ⟨hal-03125819⟩

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Amele Florence Kouvahe, Catalin Fetita. A generic approach for efficient detection of vascular structures. Innovation and Research in BioMedical engineering, 2020, 41 (6), pp.304-315. ⟨10.1016/j.irbm.2020.06.011⟩. ⟨hal-03127329⟩

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Dancho Panovski, Titus Zaharia. Long and short-term bus arrival time prediction with traffic density matrix. IEEE Access, 2020, 8, pp.226267-226284. ⟨10.1109/ACCESS.2020.3044173⟩. ⟨hal-03126805⟩

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Ruxandra Tapu, Bogdan Mocanu, Titus Zaharia. DEEP-AD: a multimodal temporal video segmentation framework for online video advertising. IEEE Access, 2020, 8, pp.99582-99597. ⟨10.1109/ACCESS.2020.2997949⟩. ⟨hal-03113341⟩

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Ruxandra Tapu, Bogdan Mocanu, Titus Zaharia. Wearable assistive devices for visually impaired: a state of the art survey. Pattern Recognition Letters, 2020, 137, pp.37-52. ⟨10.1016/j.patrec.2018.10.031⟩. ⟨hal-01993932⟩

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Gabriel Tozatto Zago, Rodrigo Varejão Andreão, Bernadette Dorizzi, Evandro Ottoni Teatini Salles. Diabetic retinopathy detection using red lesion localization and convolutional neural networks. Computers in Biology and Medicine, 2020, 116, pp.103537:1-103537:12. ⟨10.1016/j.compbiomed.2019.103537⟩. ⟨hal-03123209⟩

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2019

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Abhaya Dhathri Arige, Mihai Mitrea, Ismail Boujelbane. HEVC intra-frame drift cancellation matrix. Journal of Visual Communication and Image Representation, 2019, 62, pp.56-67. ⟨10.1016/j.jvcir.2019.04.014⟩. ⟨hal-02468475⟩

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Danya Bachir, Ghazaleh Khodabandelou, Vincent Gauthier, Jakob Puchinger, Mounim El Yacoubi. Inferring dynamic origin-destination flows by transport mode using mobile phone data. Transportation research. Part C, Emerging technologies, 2019, 101, pp.254-275. ⟨10.1016/j.trc.2019.02.013⟩. ⟨hal-02043639⟩

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Sanaa Chafik, Mounim El Yacoubi, Imane Daoudi, Hamid El Ouardi. Unsupervised deep neuron-per-neuron hashing. Applied Intelligence, 2019, 49 (6), pp.2218 - 2232. ⟨10.1007/s10489-018-1353-5⟩. ⟨hal-02045416⟩

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Li Cui, Rufael Mekuria, Marius Preda, Euee Jang. Point-cloud compression: moving picture experts group's new standard in 2020. IEEE consumer electronics magazine, 2019, 8 (4), pp.17-21. ⟨10.1109/MCE.2019.2905483⟩. ⟨hal-02453110⟩

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Mounim El Yacoubi, Sonia Garcia-Salicetti, Christian Kahindo Senge Muvingi, Anne-Sophie Rigaud Monnet, Victoria Cristancho-Lacroix. From aging to early-stage Alzheimer's: uncovering handwriting multimodal behaviors by semi-supervised learning and sequential representation learning. Pattern Recognition, 2019, 86, pp.112 - 133. ⟨10.1016/j.patcog.2018.07.029⟩. ⟨hal-01869600⟩

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Euee Jang, Marius Preda, Khaled Mammou, Alexis M. Tourapis, Jungsun Kim, et al.. Video-based point-cloud-compression standard in MPEG: from evidence collection to committee draft [Standards in a nutshell]. IEEE Signal Processing Magazine, 2019, 36 (3), pp.118-123. ⟨10.1109/MSP.2019.2900721⟩. ⟨hal-02453115⟩

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Ghazaleh Khodabandelou, Vincent Gauthier, Marco Fiore, Mounim El Yacoubi. Estimation of static and dynamic urban populations with mobile network metadata. IEEE Transactions on Mobile Computing, 2019, 18 (9), pp.2034-2047. ⟨10.1109/TMC.2018.2871156⟩. ⟨hal-02286129⟩

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Gauthier Lafruit, Daniele Bonatto, Christian Tulvan, Marius Preda, Lu Yu. Understanding MPEG-I coding standardization in immersive VR/AR applications. Smpte Motion Imaging Journal, 2019, 128 (10), pp.33-39. ⟨10.5594/JMI.2019.2941362⟩. ⟨hal-02453127⟩

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Andreas Nautsch, Abelino Jiménez, Amos Treiber, Jascha Kolberg, Catherine Jasserand, et al.. Preserving privacy in speaker and speech characterisation. Computer Speech and Language, 2019, 58, pp.441-480. ⟨10.1016/j.csl.2019.06.001⟩. ⟨hal-02307615⟩

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Huafeng Qin, Mounim El Yacoubi. Finger-vein quality assessment based on deep features from grayscale and binary images. International Journal of Pattern Recognition and Artificial Intelligence, 2019, 33 (11), pp.1940022 -. ⟨10.1142/S0218001419400226⟩. ⟨hal-02045417⟩

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Sebastian Schwarz, Marius Preda, Vittorio Baroncini, Madhukar Budagavi, Pablo Cesar, et al.. Emerging MPEG standards for point cloud compression. IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 2019, 9 (1), pp.133 - 148. ⟨10.1109/JETCAS.2018.2885981⟩. ⟨hal-02009345⟩

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Ruxandra Tapu, Bogdan Mocanu, Titus Zaharia. DEEP-HEAR: a multimodal subtitle positioning system dedicated to deaf and hearing-impaired people. IEEE Access, 2019, 7, pp.88150-88162. ⟨10.1109/ACCESS.2019.2925806⟩. ⟨hal-02454645⟩

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Tianben Wang, Daqing Zhang, Leye Wang, Yuanqing Zheng, Tao Gu, et al.. Contactless respiration monitoring using ultrasound signal with off-the-shelf audio devices. IEEE Internet of Things Journal, 2019, 6 (2), pp.2959 - 2973. ⟨10.1109/JIOT.2018.2877607⟩. ⟨hal-01994865⟩

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Zelong Wang, Majd Abazid, Nesma Houmani, Sonia Garcia-Salicetti, Anne-Sophie Rigaud. Online signature analysis for characterizing early stage Alzheimer’s disease: a feasibility study. Entropy, 2019, 21 (10), pp.956-1 - 956-12. ⟨10.3390/e21100956⟩. ⟨hal-02380209⟩

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2018

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Marwa Ammar, Mihai Mitrea, Marwen Hasnaoui, Patrick Le Callet. MPEG-4 AVC stream-based saliency detection: application to robust watermarking. Signal Processing: Image Communication, 2018, 60, pp.116-130. ⟨10.1016/j.image.2017.09.007⟩. ⟨hal-01633823⟩

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Rafika Ghanai, Zahia Houmani, Nesma Houmani. Chemical composition and antibacterial activity of Artemisia campestris ssp. glutinosa (J. Gay) Batt. and A. judaïca ssp. sahariensis (Chev.) species endemic to the Algerian Sahara. Journal of Essential Oil Bearing Plants, 2018, 21 (3), pp.779 - 788. ⟨10.1080/0972060X.2018.1484819⟩. ⟨hal-01864636⟩

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Aboulem Ghita, Ibtissame Aouraghe, Ammour Alae, Ghizlane Khaissidi, Mostafa Mrabti, et al.. Étude de l'écriture manuscrite sur tablette graphique pour l'aide au diagnostic précoce des maladies neurodégénératives: premiers résultats chez des patients parkinsoniens. Revue Neurologique, 2018, 174 (supplément 1), pp.S33 -. ⟨10.1016/j.neurol.2018.01.075⟩. ⟨hal-01869648⟩

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ref_biblio

Nicolas Granger, Mounîm a El Yacoubi. SeqTools: a python package for easy transformation, combination and evaluation of large datasets. Journal of Open Source Software, 2018, 3 (30), pp.1006. ⟨10.21105/joss.01006⟩. ⟨hal-02007314⟩

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Nesma Houmani, François Vialatte, Esteve Gallego-Jutglà, Gérard Dreyfus, Vi-Huong Nguyen-Michel, et al.. Diagnosis of Alzheimer's disease with Electroencephalography in a differential framework. PLoS ONE, 2018, 13 (3), pp.e0193607-1 - e0193607-19. ⟨10.1371/journal.pone.0193607⟩. ⟨hal-01809370⟩

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Christian Kahindo Senge Muvingi, Mounim El Yacoubi, Sonia Garcia-Salicetti, Victoria Cristancho-Lacroix, Hélène Kerhervé, et al.. Semi-global parametization of online handwriting features for characterizing early-stage alzheimer and mild cognitive impairment. Innovation and Research in BioMedical engineering, 2018, 39 (6), pp.421 - 429. ⟨10.1016/j.irbm.2018.10.001⟩. ⟨hal-02014791⟩

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Christian Kahindo Senge Muvingi, Mounim El Yacoubi, Sonia Garcia-Salicetti, Anne-Sophie Rigaud Monnet, Victoria Cristancho-Lacroix. Characterizing early-stage Alzheimer through spatiotemporal dynamics of handwriting. IEEE Signal Processing Letters, 2018, 25 (8), pp.1136 - 1140. ⟨10.1109/LSP.2018.2794500⟩. ⟨hal-01823644⟩

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Saeideh Mirzaei, Mounim El Yacoubi, Sonia Garcia-Salicetti, Jérôme Boudy, Christian Kahindo Senge Muvingi, et al.. Two-stage feature selection of voice parameters for early Alzheimer's disease prediction. Innovation and Research in BioMedical engineering, 2018, 39 (6), pp.430 - 435. ⟨10.1016/j.irbm.2018.10.016⟩. ⟨hal-01934584⟩

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Bogdan Mocanu, Ruxandra Tapu, Titus Zaharia. DEEP-SEE FACE: a mobile face recognition system dedicated to visually impaired people. IEEE Access, 2018, 6, pp.51975 - 51985. ⟨10.1109/ACCESS.2018.2870334⟩. ⟨hal-01993883⟩

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Gabriel Tozatto Zago, Rodrigo Varejão Andreão, Bernadette Dorizzi, Evandro Ottoni Teatini Salles. Retinal image quality assessment using deep learning. Computers in Biology and Medicine, 2018, 103, pp.64-70. ⟨10.1016/j.compbiomed.2018.10.004⟩. ⟨hal-03123215⟩

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2017

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Ibtissame Aouraghe, Ammour Alae, Aboulem Ghita, Ghizlane Khaissidi, Mostafa Mrabti, et al.. Analyse automatique de l'écriture manuscrite en ligne pour la détection précoce des pathologies neurodégénératives. Internet des objets, 2017, 17 (2), pp.1 - 8. ⟨10.21494/ISTE.OP.2017.0153⟩. ⟨hal-01618332⟩

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Omar A. Galarraga C., Vincent Vigneron, Néjib Khouri, Bernadette Dorizzi, Eric Desailly. Predictive simulation of surgery effect on cerebral palsy gait. Computer Methods in Biomechanics and Biomedical Engineering, 2017, 20 (S1), pp.85 - 86. ⟨10.1080/10255842.2017.1382873⟩. ⟨hal-01685439⟩

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Mohamed Ibn Khedher, Mounim El Yacoubi, Bernadette Dorizzi. Fusion of appearance and motion-based sparse representations for multi-shot person re-identification. Neurocomputing, 2017, 248, pp.94 - 104. ⟨10.1016/j.neucom.2016.11.073⟩. ⟨hal-01587143⟩

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Sang Kyun Kim, Nevadita Sahu, Marius Preda. Beginning of a new standard: Internet of Media Things. KSII Transactions on internet and information systems, 2017, 11 (11), pp.5182 - 5199. ⟨10.3837/tiis.2017.11.001⟩. ⟨hal-01686326⟩

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Huafeng Qin, Mounim El Yacoubi. Deep representation-based feature extraction and recovering for finger-vein verification. IEEE Transactions on Information Forensics and Security, 2017, 12 (8), pp.1816-1829. ⟨10.1109/TIFS.2017.2689724⟩. ⟨hal-01587285⟩

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Huafeng Qin, Mounim El Yacoubi. Deep representation for finger-vein image quality assessment. IEEE Transactions on Circuits and Systems for Video Technology, 2017, pp.1 - 16. ⟨10.1109/TCSVT.2017.2684826⟩. ⟨hal-01587749⟩

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Lamia Rzouga Haddada, Bernadette Dorizzi, Najoua Essoukri Ben Amara. A combined watermarking approach for securing biometric data. Signal Processing: Image Communication, 2017, 55, pp.23 - 31. ⟨10.1016/j.image.2017.03.008⟩. ⟨hal-01686330⟩

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Ruxandra Tapu, Bogdan Mocanu, Titus Zaharia. DEEP-SEE: joint object detection, tracking and recognition with application to visually impaired navigational assistance. Sensors, 2017, 17 (11), pp.2473-1 - 2473-24. ⟨10.3390/s17112473⟩. ⟨hal-01687406⟩

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Ruxandra Tapu, Bogdan Mocanu, Titus Zaharia. A computer vision-based perception system for visually impaired. Multimedia Tools and Applications, 2017, 76 (9), pp.11771 - 11807. ⟨10.1007/s11042-016-3617-6⟩. ⟨hal-01451497⟩

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Arthur Truong, Titus Zaharia. Laban movement analysis and hidden Markov models for dynamic 3D gesture recognition. EURASIP Journal on Image and Video Processing, 2017, 2017 (1), pp.52-1 - 52-16. ⟨10.1186/s13640-017-0202-5⟩. ⟨hal-01687265⟩

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2016

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Fereshteh Asgari, Alexis Sultan, Haoyi Xiong, Vincent Gauthier, Mounim El Yacoubi. CT-Mapper: mapping sparse multimodal cellular trajectories using a multilayer transportation network. Computer Communications, 2016, 95, pp.69 - 81. ⟨10.1016/j.comcom.2016.04.014⟩. ⟨hal-01412950⟩

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Mocanu Bogdan, Ruxandra Tapu, Titus Zaharia. When ultrasonic sensors and computer vision join forces for efficient obstacle detection and recognition. Sensors, 2016, 16 (11), pp.1807-1 - 1807-23. ⟨10.3390/s16111807⟩. ⟨hal-01451489⟩

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Jânio C. Canuto, Bernadette Dorizzi, Jugurta Montalvão, Leonardo Matos. On the infinite clipping of handwritten signatures. Pattern Recognition Letters, 2016, 79, pp.38 - 43. ⟨10.1016/j.patrec.2016.04.026⟩. ⟨hal-01354159⟩

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Nesma Houmani, Sonia Garcia-Salicetti. On hunting animals of the Biometric Menagerie for online signature. PLoS ONE, 2016, 11 (4), pp.1 - 26. ⟨10.1371/journal.pone.0151691⟩. ⟨hal-01355704⟩

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Gabriel Marzinotto, José Carlos Rosales Nunez, Mounim El Yacoubi, Sonia Garcia-Salicetti, Christian Kahindo Senge Muvingi, et al.. Age-related evolution patterns in online handwriting. Computational and Mathematical Methods in Medicine, 2016, 2016, pp.3246595-1 - 3246595-15. ⟨10.1155/2016/3246595⟩. ⟨hal-01426637⟩

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Nadia Othman, Bernadette Dorizzi, Sonia Garcia-Salicetti. OSIRIS : an open source iris recognition software. Pattern Recognition Letters, 2016, 82 (2), pp.124 - 131. ⟨10.1016/j.patrec.2015.09.002⟩. ⟨hal-01390870⟩

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Hugues Sansen, Gérard Chollet, Cornelius Glackin, Kristiina Jokinen, Atta Badii, et al.. The Roberta IRONSIDE project : a cognitive and physical robot coach for dependent persons. Modelling, measurement and control C, 2016, 77 (2), pp.169 - 181. ⟨hal-01692496⟩

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Mouna Selmi, Mounim El Yacoubi, Bernadette Dorizzi. A two-layer discriminative model for human activity recognition. IET Computer Vision, 2016, 10 (4), pp.273 - 279. ⟨10.1049/iet-cvi.2015.0235⟩. ⟨hal-01426351⟩

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Arthur Truong, Hugo Boujut, Titus Zaharia. Laban descriptors for gesture recognition and emotional analysis. The Visual Computer, 2016, 32 (1), pp.83 - 98. ⟨10.1007/s00371-014-1057-8⟩. ⟨hal-01575294⟩

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Meriem Yahiaoui, Emmanuel Monfrini, Bernadette Dorizzi. Markov Chains for unsupervised segmentation of degraded NIR iris images for person recognition. Pattern Recognition Letters, 2016, 82 (2), pp.116 - 123. ⟨10.1016/j.patrec.2016.05.025⟩. ⟨hal-01390978⟩

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2015

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Madjid Maidi, Fakhreddine Ababsa, Malik Mallem, Marius Preda. Hybrid tracking system for robust fiducials registration in augmented reality. Signal, Image and Video Processing, 2015, 9 (4), pp.831--849. ⟨10.1007/s11760-013-0508-4⟩. ⟨hal-00844984⟩

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2004

ref_biblio

Bernadette Dorizzi, Jean Leroux Les Jardins, Philippe Lamadelaine, Claudine Guerrier. La biométrie - Techniques et usages. Techniques de l'Ingénieur. Sécurité des systèmes d'information, 2004, H5530, pp.1-24. ⟨10.51257/a-v1-h5530⟩. ⟨hal-04120100⟩

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Conference papers

2024

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Gérard Chollet, Hugues Sansen, Yannis Tevissen, Jérôme Boudy, Mossaab Hariz, et al.. Privacy preserving personal assistant with on-device diarization and spoken dialogue system for home and beyond. IHIET-AI 2024 International Conference, Apr 2024, Lausanne, Switzerland. ⟨10.54941/ahfeXXXX⟩. ⟨hal-04378982⟩

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Duo Wang, Andrea Araldo, Mounim El Yacoubi. AccEq-DRT: planning demand-responsive transit to reduce inequality of accessibility. 103rd Annual Meeting Transportation Research Board (TRB), Jan 2024, Washington DC, United States. ⟨hal-04325379⟩

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2023

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Abhaya Dhathri Arige, Marius Preda, Marius Preda, Titus Zaharia. Simplification of continuous chains in 3D CAD models for industrial AR applications. 2023 IEEE 19th International Conference on Intelligent Computer Communication and Processing (ICCP), Oct 2023, Cluj-Napoca, Romania. pp.171-176, ⟨10.1109/ICCP60212.2023.10398677⟩. ⟨hal-04458312⟩

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Abhaya Dhathri Arige, Marius Preda, Titus Zaharia. Smart AR workstation configuration in industrial assembly lines. 2023 IEEE International Conference on Industrial Technology (ICIT), Apr 2023, Orlando, France. pp.1-4, ⟨10.1109/ICIT58465.2023.10143129⟩. ⟨hal-04389177⟩

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ref_biblio

Maxime Bedoin, Nesma Houmani, Bernadette Dorizzi, Jérôme Boudy, Jean Mariani, et al.. A fusion scheme of EEG epoch durations for an improved Alzheimer's disease detection. Colloque en TéléSANté et dispositifs biomédicaux (JETSAN), Université Paris 8, CNRS,, Jun 2023, Paris Saint Denis, France. ⟨hal-04220641⟩

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Max Cohen, Maurice Charbit, Sylvain Le Corff. Variational latent discrete representation for time series modelling. 2023 IEEE Worshop on Statistical Signal Processing (SSP 2023), IEEE, Jul 2023, Hanoï, Vietnam. ⟨hal-04140156v4⟩

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Carl de Sousa Trias, Mihai P Mitrea, Enzo Tartaglione, Attilio Fiandrotti, Marco Cagnazzo, et al.. A hitchhiker's guide to white-box neural network watermarking robustness. The 11th European Workshop on Visual Information Processing (EUVIP ), Sep 2023, Gjovik, Norway. ⟨hal-04230306⟩

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Shaojiang Deng, Chao Fan, Yantao Li, Huafeng Qin, Mounim El Yacoubi, et al.. GRU-based Neural architecture search for finger-Vein identification. International Conference on Computer Communications and Networks (ICCCN), Jul 2023, Honolulu, Hawaii, United States. ⟨hal-04178628⟩

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Abir Fathallah, Mounim El Yacoubi, Najoua Ben Amara. EHDI: enhancement of historical document images via generative adversarial network. 18th International Conference on Computer Vision Theory and Applications (VISAPP), Feb 2023, Lisbon, Portugal. pp.238-245, ⟨10.5220/0011662700003417⟩. ⟨hal-04020989⟩

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Abir Fathallah, Mounim El Yacoubi, Najoua Ben Amara. Transfer learning for Word spotting in historical arabic documents based triplet-CNN. 18th International Conference on Computer Vision Theory and Applications (VISAPP), Feb 2023, Lisbon, Portugal. pp.520-527, ⟨10.5220/0011639800003417⟩. ⟨hal-04020970⟩

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Catalin Fetita, Antoine Didier, Jean Richeux, Christian Tulvan, Jean-François Bernaudin, et al.. Linking CT and SPECT based analysis for quantitative follow-up of vascular perfusion defects in COVID-19. Medical Imaging, Computer-Aided Diagnosis, SPIE, Feb 2023, San Diego, United States. pp.124650E, ⟨10.1117/12.2651945⟩. ⟨hal-04209804⟩

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Anas Filali Razzouki, Laetitia Jeancolas, Graziella Mangone, Stéphane Lehéricy, Jean Christophe Corvol, et al.. Early-stage parkinson's disease detection based on action unit derivatives. Colloque en TéléSANté et dispositifs biomédicaux ( JETSAN), Université Paris 8, CNRS,, Jun 2023, Paris Saint Denis, France. ⟨hal-04220902⟩

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Qi Gan, Sao Mai Nguyen, Eric Fenaux, Stéphan Clémençon, Mounim El Yacoubi, et al.. Reconstruction of trajectories of athletes using computer vision models and kinetic analysis. The 17th Annual MIT Sloan Sports Analytics Conference, Mar 2023, Boston, MA, United States. pp.443997. ⟨hal-04126067⟩

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Lorenzo Hermez, Nesma Houmani, Sonia Garcia-Salicetti, Omar Galarraga, Vincent Vigneron. Gait deviation and neurological diseases: a comparative study of quantitative measures. 11th IEEE International Conference on E-Health and Bioengineering (EHB 2023), Nov 2023, Bucharest, Romania. ⟨hal-04305550⟩

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Nesma Houmani, Majd Abazid, Jérôme Boudy, Bernadette Dorizzi, Mariani Jean, et al.. A multi-Scale brain connectivity analysis of electroencephalography signals for AD detection. 18th European Congress of Clinical Neurophysiology (ECCN ), May 2023, Marseille (FRA), France. ⟨10.1016/j.clinph.2023.03.314⟩. ⟨hal-04157476⟩

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Marina Ljubojevic, Mihai P Mitrea. Multi-layer visualization for media planning. The Electronic Imaging Symposium (EI), SPIE, Jan 2023, San Francisco, United States. pp.398-1-398-6, ⟨10.2352/EI.2023.35.1.VDA-398⟩. ⟨hal-04230241⟩

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Luiz Miranda, Caroline Duc, Nathalie Redon, Marie Verriele, Bernadette Dorizzi, et al.. Pollution activity detection based on metal-oxide gas sensors and intrinsic dimensionality estimation for indoor air quality applications. Colloque en TéléSANté et dispositifs biomédicaux, Jun 2023, Paris, France. ⟨hal-04251112⟩

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Luiz Miranda, Caroline Duc, David Umba, Marie Verriele, Sabine Crunaire, et al.. Indoor air quality indices confronted to sensors measurement from field campaign. Heathy Buildings 2023, Jun 2023, AACHEN, Germany. ⟨hal-04221431⟩

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Bogdan Cosmin Mocanu, Ruxandra Tapu. Automatic alignment of human generated transcripts to speech signals. 2022 E-Health and Bioengineering Conference (EHB), Nov 2023, Iasi (Roumanie), Romania. ⟨10.1109/EHB55594.2022.9991512⟩. ⟨hal-03961592⟩

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Kaouther Ouenniche, Ruxandra Tapu, Titus Zaharia. Conditional cross correlation network for video question answering. 2023 IEEE 17th International Conference on Semantic Computing (ICSC), Feb 2023, Laguna Hills, United States. pp.25-32, ⟨10.1109/ICSC56153.2023.00011⟩. ⟨hal-04305444⟩

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Florian Szczepaniak, Jérôme Boudy, Gérard Chollet, Mossaab Hariz, Christophe Lohr. A virtual assistant dedicated to the accompaniment of the person informed of his life context thanks to the smartphone. 16th International Conference on PErvasive Technologies Related to Assistive Environments (PETRA '23), University of Texas at Arlington, USA, Jul 2023, Corfou, Greece. pp.662-666, ⟨10.1145/3594806.3596594⟩. ⟨hal-04181551⟩

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Florian Szczepaniak, Jérôme Boudy, Gérard Chollet, Mossaab Hariz, Christophe Lohr. Un assistant virtuel dédié à l'accompagnement de la personne, averti de son contexte de vie, grâce au smartphone. 9ème Colloque sur la Télésanté : "Dispositifs biomédicaux et technologies numériques en santé: des besoins aux usages" (JETSAN 2023), Université Paris 8; Sorbonne Université, Jun 2023, Paris, France. ⟨hal-04181543⟩

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Yannis Tevissen, Dan Istrate, Vincent Zalc, Jérôme Boudy, Gérard Chollet, et al.. Home monitoring for frailty detection through sound and speaker diarization analysis. Colloque en TéléSANté et dispositifs biomédicaux (JETSAN), Jun 2023, Aubervilliers & Paris, France. ⟨10.48550/arXiv.2308.08985⟩. ⟨hal-04180097⟩

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Serena Zanelli, Mounim El Yacoubi, Magid Hallab, Mehdi Ammi. On the potential of AI based health assessment from photopletysmographic signals. Colloque en TéléSANté et dispositifs biomédicaux : JETSAN, Jun 2023, Paris, France. ⟨hal-04178788⟩

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2022

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Ghulam Abro, Patrick Horain, Juliana Damurie. Image reconstruction & calibration strategies for fourier ptychographic microscopy – a brief review. 2022 IEEE 5th International Symposium in Robotics and Manufacturing Automation (ROMA), Aug 2022, Malacca, Malaysia. pp.1-6, ⟨10.1109/ROMA55875.2022.9915678⟩. ⟨hal-03931700⟩

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ref_biblio

Yigit Oguzhan Akbay, Mihai Mitrea. Face detection and recognition in organic video: a comparative study for sport celebrities database. IS&T Int’l. Symp. on Electronic Imaging: Image Processing: Algorithms and Systems, Society for Imaging Science and Technology, Jan 2022, San Francisco, United States. pp.355-1-355-6, ⟨10.2352/EI.2022.34.10.IPAS-355⟩. ⟨hal-03932965⟩

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Abhaya Dhathri Arige, Traian Lavric, Marius Preda, Titus Zaharia. Evaluation of simplified 3D CAD data for conveying industrial assembly instructions via Augmented reality. Web3D '22: The 27th International Conference on 3D Web Technology, Nov 2022, Evry-Courcouronnes France, France. pp.1-6, ⟨10.1145/3564533.3564568⟩. ⟨hal-03930240⟩

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Chao Cao, Marius Preda, Titus Zaharia. Affine transformation-based color compression for dynamic 3D point clouds. 2022 IEEE International Conference on Image Processing (ICIP), Oct 2022, Bordeaux, France. pp.1556-1560, ⟨10.1109/ICIP46576.2022.9897788⟩. ⟨hal-04389194⟩

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Leonardo Chiariglione, Miran Choi, Gérard Chollet, Ferruccio Damiani, Jisu Kang, et al.. Towards a standard for human interaction with connected autonomous vehicles. 2022 Fifth International Conference on Connected and Autonomous Driving (MetroCAD), Apr 2022, Detroit, France. pp.63-71, ⟨10.1109/MetroCAD56305.2022.00014⟩. ⟨hal-04392072⟩

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Gérard Chollet, Fathy Yassa, Nigel Cannings. REATA: a privacy-preserving vocal personal digital assistant. Conversational Interaction Conference, AVIOS, Apr 2022, San Jose (CA), United States. ⟨hal-04392089⟩

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Gérard Chollet, Yingzhi Wang. Self-supervised speech processing. The 6th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP'2022), ATMS, May 2022, Moncton, New Brunswick, Canada, Canada. ⟨hal-04392097⟩

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Hugo Durchon, Marius Preda, Titus Zaharia, Yannick Grall. Challenges in applying deep learning to augmented reality for manufacturing. Web3D '22: The 27th International Conference on 3D Web Technology, Nov 2022, Evry-Courcouronnes France, France. pp.1-4, ⟨10.1145/3564533.3564572⟩. ⟨hal-03930251⟩

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Changqing Gong, Shanshan Wang, Yiquan Wu, Chongwen Liu, Mounim El Yacoubi, et al.. Graph convolutional networks-based label distribution learning for image classification. 2022 International Conference on Cyber-Physical Social Intelligence (ICCSI), Nov 2022, Nanjing, China. pp.698-703, ⟨10.1109/ICCSI55536.2022.9970653⟩. ⟨hal-03944301⟩

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Hajar Hammouch, Sambit Mohapatra, Mounim El Yacoubi, Huafeng Qin, Hassan Berbia, et al.. GANSet - generating annnotated datasets using generative adversarial networks. 2022 International Conference on Cyber-Physical Social Intelligence (ICCSI), Nov 2022, Nanjing, China. pp.615-620, ⟨10.1109/ICCSI55536.2022.9970561⟩. ⟨hal-03944297⟩

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Hajar Hammouch, Mounim El-Yacoubi, Huafeng Qin, Hassan Berbia, Mohamed Chikhaoui. Controlling the quality of GAN-based generated images for predictions tasks. CPRAI 2022: 3rd International Conference on Pattern Recognition and Artificial Intelligence, Jun 2022, Paris, France. pp.121-133, ⟨10.1007/978-3-031-09037-0_11⟩. ⟨hal-03944317⟩

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Nicolas Hoffmann, Léa Saunier, Samuel Prouten, Oumayma Serroukh, Jean-Charles Le Floch, et al.. Industrial use-case : digital twin for autonomous earthwork in virtual-reality. Web3D '22: The 27th International Conference on 3D Web Technology, Nov 2022, Evry-Courcouronnes France, France. pp.1-4, ⟨10.1145/3564533.3565803⟩. ⟨hal-03930274⟩

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Nathan Hubens, Matei Mancas, Bernard Gosselin, Marius Preda, Titus Zaharia. One-cycle pruning: pruning convnets with tight training budget. 2022 IEEE International Conference on Image Processing (ICIP), Oct 2022, Bordeaux, France. pp.4128-4132, ⟨10.1109/ICIP46576.2022.9897980⟩. ⟨hal-03930230⟩

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Traian Lavric, Emmanuel Bricard, Marius Preda, Titus Zaharia. ATOFIS, an AR training system for manual assembly: a full comparative evaluation against guides. 2022 IEEE International Symposium on Mixed and Augmented Reality (ISMAR), Oct 2022, Singapore, Singapore. pp.558-567, ⟨10.1109/ISMAR55827.2022.00072⟩. ⟨hal-03930234⟩

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Thibault Lelong, Marius Preda, Titus Zaharia. Document segmentation for webAR application. Web3D '22: The 27th International Conference on 3D Web Technology, Nov 2022, Evry-Courcouronnes France, France. pp.1-4, ⟨10.1145/3564533.3564570⟩. ⟨hal-03930256⟩

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Thibault Lelong, Marius Preda, Titus Zaharia. A new database for image retrieval of camera filmed printed documents. Web3D '22: The 27th International Conference on 3D Web Technology, Nov 2022, Evry-Courcouronnes France, France. pp.1-4, ⟨10.1145/3564533.3564569⟩. ⟨hal-03930245⟩

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Mathilde Maury, Aurélien Justet, Juliette Dindart, Jean Richeux, Lucile Sese, et al.. Multiparameter analysis of vascular remodeling in post-acute sequelae of COVID-19. MICAD 2022 : Medical Imaging and Computer-Aided Diagnosis, Feb 2022, San Diego, United States. ⟨10.1117/12.2611461⟩. ⟨hal-03791902⟩

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Michael Mctear, Kristiina Jokinen, Gérard Chollet, Christophe Lohr, Jérôme Boudy, et al.. Empowering well-being through conversational coaching for active and healthy ageing. International Conference on Smart Homes and Health Telematics (ICOST), Jun 2022, PARIS, France. ⟨10.1007/978-3-031-09593-1_21⟩. ⟨hal-03955899⟩

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Bogdan Mocanu, Ruxandra Tapu. Emotion recognition from raw speech signals using 2D CNN with deep metric learning. 2022 IEEE International Conference on Consumer Electronics (ICCE), Jan 2022, Las Vegas, United States. pp.1-5, ⟨10.1109/ICCE53296.2022.9730534⟩. ⟨hal-03937087⟩

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Bogdan Mocanu, Ruxandra Tapu. Active speaker recognition using cross attention audio-video fusion. 2022 10th European Workshop on Visual Information Processing (EUVIP), Sep 2022, Lisbon, Portugal. pp.1-6, ⟨10.1109/EUVIP53989.2022.9922810⟩. ⟨hal-03937091⟩

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Bogdan Mocanu, Ruxandra Tapu. Audio-video fusion with double attention for multimodal emotion recognition. 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP), Jun 2022, Nafplio, Greece. pp.1-5, ⟨10.1109/IVMSP54334.2022.9816349⟩. ⟨hal-03937090⟩

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Bogdan Mocanu, Ruxandra Tapu. Emotion recognition in video streams using intramodal and intermodal attention mechanisms. Advances in Visual Computing 17th International Symposium on Visual Computing(ISVC), University of Nevada, Reno, NV, USA, Oct 2022, San Diego (CA), United States. pp.295-306, ⟨10.1007/978-3-031-20716-7_23⟩. ⟨hal-03937083⟩

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Alexandre Moreaux, Mihai Mitrea. Blockchain assisted near-duplicated content detection. the 1st Blockchain and Cryptocurrency Conference (B2C' 2022), Nov 2022, Barcelona (Online), Spain. pp.98-103. ⟨hal-03932989⟩

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Lea Saunier, Muriel Panouilleres, Catalin Fetita, Marius Preda. Visual rehabilitation for learning disorders in virtual reality. Web3D '22: The 27th International Conference on 3D Web Technology, Nov 2022, Evry-Courcouronnes France, France. pp.1-4, ⟨10.1145/3564533.3564574⟩. ⟨hal-03930265⟩

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Florian Szczepaniak. Human activity recognition through sensors for enhanced robots interaction. 14th International Conference on Social Robotics (ICSR22), Dec 2022, Florence, Italy. ⟨10.3390/app11052188⟩. ⟨hal-03969005⟩

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2021

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Mohamed Allouche, Marina Ljubojevic, Mihai Mitrea. Visual document tracking and blockchain technologies in mobile world. EI 2021 : Electronic Imaging international conference on Imaging and Multimedia Analytics in a Web and Mobile World, Jan 2021, Online, France. pp.279:1-279:7, ⟨10.2352/ISSN.2470-1173.2021.8.IMAWM-279⟩. ⟨hal-03577352⟩

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Abhaya Dhathri Arige, Traian Lavric, Marius Preda, Titus Zaharia, Emmanuel Bricard. Analysis of 3D CAD MESH simplification approaches within the framework of AR applications for industrial assembly lines. ISIE 2021: IEEE 30th International Symposium on Industrial Electronics, Jun 2021, Kyoto (online), Japan. pp.1-6, ⟨10.1109/ISIE45552.2021.9576475⟩. ⟨hal-03595496⟩

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Zoraida Callejas, David Griol, Kawtar Benghazi, Manuel Noguera, María Inés Torres, et al.. Towards conversational technology to promote, monitor and protect mental health. IberSPEECH Conference (IberSPEECH), Mar 2021, Valladolid, Spain. pp.148-150, ⟨10.21437/IberSPEECH.2021-32⟩. ⟨hal-03163053⟩

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Karl Daher, Marine Capallera, Chiara Lucifora, Jacky Casas, Quentin Meteier, et al.. Empathic interactions in automated vehicles #EmpathicCHI. CHI conference on human factors in computing systems (CHI EA '21), May 2021, Yokohama Japan, Japan. pp.1-4, ⟨10.1145/3411763.3441359⟩. ⟨hal-04392104⟩

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Catalin Fetita, Simon Rennotte, Marjorie Latrasse, Ruxandra Tapu, Mathilde Maury, et al.. Transferring CT image biomarkers from fibrosing idiopathic interstitial pneumonia to COVID-19 analysis. Medical Imaging 2021: Computer-Aided Diagnosis, Feb 2021, Online, United States. pp.1159708, ⟨10.1117/12.2580658⟩. ⟨hal-03365764⟩

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Hajar Hammouch, Mounim El Yacoubi, Huafeng Qin, Aissam Berrahou, Hassan Berbia, et al.. A two-stage deep convolutional generative adversarial network-based data augmentation scheme for agriculture image regression tasks. 2021 International Conference on Cyber-Physical Social Intelligence (ICCSI), Dec 2021, Beijing, China. pp.1-6, ⟨10.1109/ICCSI53130.2021.9736230⟩. ⟨hal-04307259⟩

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C. Hernandez, Bensaied Rania, Z. de la Lande Dolce, Mihai P Mitrea. Neural network-based assessment of the impact induced in video quality assessment by the semantic labels. IS&T International Symposium on Electronic Imaging, IS&T SPIE, Jan 2021, On Line, United States. pp.224-1-224-7, ⟨10.2352/ISSN.2470-1173.2021.9.IQSP-224⟩. ⟨hal-04304175⟩

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Nesma Houmani, Majd Abazid, Jérôme Boudy, Bernadette Dorizzi. Epoch-based entropy: a statistical EEG marker for Alzheimer’s disease detection. Entropy 2021: The Scientific Tool of the 21st Century, May 2021, Online (Porto), Portugal. ⟨10.3390/Entropy2021-09771⟩. ⟨hal-03953219⟩

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Nathan Hubens, Matei Mancas, Bernard Gosselin, Marius Preda, Titus Zaharia. Fake-buster: a lightweight solution for deepfake detection. SPIE Optical Engineering + Applications 2021: Applications of Digital Image Processing XLIV, Aug 2021, San Diego, United States. pp.118420K, ⟨10.1117/12.2596317⟩. ⟨hal-03595541⟩

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Marouane Kachouri, Nesma Houmani, Sonia Garcia-Salicetti, Anne-Sophie Rigaud. A new scheme for the automatic assessment of Alzheimer’s disease on a fine motor task with transfer learning. EMBC 2021: 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Nov 2021, Mexico (online), Mexico. pp.3823-3829, ⟨10.1109/EMBC46164.2021.9630539⟩. ⟨hal-03953216⟩

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Marjorie Latrasse, Simon Rennotte, Pierre-Yves Brillet, Sylvain Marchand-Adam, Catalin Fetita. Traction bronchiectasis identification and quantitative biomarkers for follow up in nonspecific interstitial pneumonia. Medical Imaging 2021: Computer-Aided Diagnosis, Feb 2021, Online, United States. pp.115970T, ⟨10.1117/12.2580657⟩. ⟨hal-03365745⟩

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Traian Lavric, Emmanuel Bricard, Marius Preda, Titus Zaharia. Exploring low-cost visual assets for conveying assembly instructions in AR. INISTA 2021: 15th International Conference on INnovations in Intelligent SysTems and Applications, Aug 2021, Kocaeli (online), Turkey. pp.1-6, ⟨10.1109/INISTA52262.2021.9548570⟩. ⟨hal-03595501⟩

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Traian Lavric, Emmanuel Bricard, Marius Preda, Titus Zaharia. An industry-adapted AR training method for manual assembly operations. HCII 2021: 23rd international conference on Human-Computer Interaction, Jul 2021, Online, France. pp.282-304, ⟨10.1007/978-3-030-90963-5_22⟩. ⟨hal-03595528⟩

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Bogdan Mocanu, Ruxandra Tapu, Titus Zaharia. Content targeted ad insertion in temporal structured video documents. ICCE 2021: IEEE 39th International Conference on Consumer Electronics, Jan 2021, Las Vegas, United States. pp.1-4, ⟨10.1109/ICCE50685.2021.9427664⟩. ⟨hal-03590994⟩

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Bogdan Mocanu, Ruxandra Tapu. Speech emotion recognition using GhostVLAD and sentiment metric learning. ISPA 2021: 12th international symposium on Image and Signal Processing and Analysis, Sep 2021, Zagreb (online), Croatia. pp.126-130, ⟨10.1109/ISPA52656.2021.9552068⟩. ⟨hal-03590987⟩

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Vineet Nagrath, Mossaab Hariz, Mounim El Yacoubi. Adaptive retraining of visual recognition-model in human activity recognition by collaborative humanoid robots. Intelligent Systems and Applications (IntelliSys), Sep 2021, Amsterdam, Netherlands. pp.124-143, ⟨10.1007/978-3-030-55187-2_12⟩. ⟨hal-04307276⟩

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Javier Olaso, Alain Vázquez, Leila Ben Letaifa, Mikel de Velasco, Aymen Mtibaa, et al.. The EMPATHIC virtual coach: a demo. The 2021 International Conference on Multimodal Interaction (ICMI '21), Oct 2021, Montréal QC Canada, France. pp.848-851, ⟨10.1145/3462244.3481574⟩. ⟨hal-04085025⟩

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Kaouther Ouenniche, Ruxandra Tapu, Titus Zaharia. A deep learning-based approach for camera motion classification. EUVIP 2021: 9th European Workshop on Visual Information Processing, Jun 2021, Paris (online), France. pp.1-6, ⟨10.1109/EUVIP50544.2021.9483961⟩. ⟨hal-03585429⟩

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Shuqiang Yang, Huafeng Qin, Mounim El Yacoubi, Chongwen Liu. Cross-modality domain adaptation for hand-vein recognition. 2021 International Conference on Cyber-Physical Social Intelligence (ICCSI), Dec 2021, Beijing, China. pp.1-6, ⟨10.1109/ICCSI53130.2021.9736171⟩. ⟨hal-04307255⟩

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Serena Zanelli, Mounim El Yacoubi, Magid Hallab, Mehdi Ammi. Transfer learning of CNN-based signal quality assessment from clinical to non-clinical PPG signals. 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Nov 2021, Mexico, France. pp.902-905, ⟨10.1109/EMBC46164.2021.9629640⟩. ⟨hal-04307263⟩

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2020

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Chao Cao, Christian Tulvan, Marius Preda, Titus Zaharia. Skeleton-based motion estimation for Point Cloud Compression. MMSP 2020: IEEE 22nd International Workshop on Multimedia Signal Processing, Sep 2020, Tampere (online), Finland. pp.1-6, ⟨10.1109/MMSP48831.2020.9287165⟩. ⟨hal-03122199⟩

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Gérard Chollet, María Inés Torres, Anna Esposito, Zoraida Callejas, David Griol, et al.. Measuring and fostering engagement with mental health e-coaches preprint. International Conference on Multimodal Interaction (ICMI ’20 Companion), Oct 2020, New York, United States. ⟨10.1145/3395035.342531⟩. ⟨hal-04401477⟩

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Gérard Chollet. End-to-end machine learning for speech processing: speech-to-speech, speech-to-text and text-to-speech. ATSIP 2020: 5th International Conference on Advanced Technologies for Signal and Image Processing, Sep 2020, Sfax, Tunisia. ⟨hal-02937687⟩

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Paulo A.S. Duarte, Davi Batista Tobosa, Paulo Armando Cavalcante Aguilar, Mossaab Hariz, Jérôme Boudy, et al.. Using event-based communication and IoT standards to improve interoperability in an AAL scenario. ICCHP 2020: 17th International Conference on Computers Helping People with Special Needs, Sep 2020, (online), Italy. pp.199-206. ⟨hal-03129252⟩

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Paulo Duarte, Emanuel Ferreira Coutinho, Jérôme Boudy, Mossaab Hariz, Windson Viana de Carvalho. Using IoT in AAL platforms for older adults: a systematic mapping. COMPSAC 2020: IEEE 44th Annual Computers, Software, and Applications Conference, IEEE Computer Society Conference Registration Services (CRS), Jul 2020, Madrid (online), Spain. pp.705-710, ⟨10.1109/COMPSAC48688.2020.0-177⟩. ⟨hal-03129166⟩

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Abir Fathallah, Mohamed Ibn Khedher, Mounim El Yacoubi, Najoua Essoukri Ben Amara. Evaluation of feature-embedding methods for word spotting in historical arabic documents. SSD 2020: 17th international multi-conference on Systems, Signals and Devices, Jul 2020, Monastir (online), Tunisia. pp.34-39, ⟨10.1109/SSD49366.2020.9364134⟩. ⟨hal-03094910⟩

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Catalin Fetita, Florence Kouvahe, Christian Tulvan, Pierre-Yves Brillet. Diffusion-based interpolation with geometrical constraints applied to investigation of interstitial lung diseases. BIBE 2020: 20th international conference on Bioinformatics and Bioengineering, Oct 2020, Cincinnati (online), United States. pp.622-629, ⟨10.1109/BIBE50027.2020.00106⟩. ⟨hal-03127706⟩

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Mikhail Fominykh, Fridolin Wild, Ralf Klamma, Mark Billinghurst, Lisandra Costiner, et al.. Model augmented reality curriculum. ITiCSE 2020: 25th conference on Innovation and Technology in Computer Science Education, working group reports, Jun 2020, Trondheim (online), Norway. pp.131-149, ⟨10.1145/3437800.3439205⟩. ⟨hal-03127194⟩

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Mikhail Fominykh, Fridolin Wild, Ralf Klamma, Mark Billinghurst, Lisandra Costiner, et al.. Developing a model augmented reality curriculum. ITiCSE 2020: 25th ACM conference on Innovation and Technology in Computer Science Education, Jun 2020, Trondheim, Norway. pp.508-509, ⟨10.1145/3341525.3394991⟩. ⟨hal-03122202⟩

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Martin Genet, Cécile Patte, Catalin Fetita, Pierre-Yves Brillet, D Chapelle. Personalized pulmonary poromechanics. SB 2020 - 45ème Congrès de la Société de Biomécanique, Oct 2020, Metz, France. pp.S119-S120, ⟨10.1080/10255842.2020.1812842⟩. ⟨hal-02950947⟩

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Paul Guélorget, Bruno Grilheres, Titus Zaharia. Deep active learning with simulated rationales for text classification. ICPRAI 2020: 2nd International Conference on Pattern Recognition and Artificial Intelligence:, Oct 2020, Zhongshan (online), China. pp.363-379, ⟨10.1007/978-3-030-59830-3_32⟩. ⟨hal-03126814⟩

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Nathan Hubens, Matei Mancas, Marc Decombas, Marius Preda, Titus Zaharia, et al.. An experimental study of the impact of pre-training on the pruning of a convolutional neural network. 3rd International Conference on Applications of Intelligent Systems (APPIS), Jan 2020, Las Palmas de Gran Canaria Spain, France. pp.1-6, ⟨10.1145/3378184.3378224⟩. ⟨hal-04389265⟩

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Traian Lavric, Emmanuel Bricard, Marius Preda, Titus Zaharia. An AR work instructions authoring tool for human-operated industrial assembly lines. AIVR 2020: 3rd IEEE International Conference on Artificial Intelligence and Virtual Reality, Dec 2020, Utrecht (online), Netherlands. pp.174-183, ⟨10.1109/AIVR50618.2020.00037⟩. ⟨hal-03122197⟩

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Madjid Maidi, Yassine Lehiani, Marius Preda. Open augmented reality system for mobile markerless tracking. ICIP 2020: IEEE International Conference on Image Processing, Oct 2020, Abu Dhabi (online), United Arab Emirates. pp.2591-2595, ⟨10.1109/ICIP40778.2020.9191362⟩. ⟨hal-03122198⟩

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Bogdan Mocanu, Ruxandra Tapu, Titus Zaharia. A multimodal high level video segmentation for content targeted online advertising. ISVC 2020: 15th international symposium on Advances in Visual Computing, Oct 2020, San Diego (virtual), United States. pp.506-517, ⟨10.1007/978-3-030-64559-5_40⟩. ⟨hal-03113340⟩

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Dancho Panovski, Titus Zaharia. Real-time public transportation prediction with machine learning algorithms. ICCE 2020: IEEE International Conference on Consumer Electronics, Jan 2020, Las Vegas, United States. pp.1-4, ⟨10.1109/ICCE46568.2020.9043077⟩. ⟨hal-03126809⟩

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Cécile Patte, Pierre-Yves Brillet, Catalin Fetita, Thomas Gille, Jean-François Bernaudin, et al.. Estimation of patient-specific mechanical parameters in pulmonary diseases. VPH 2020 - Virtual Physiological Human: when models, methods and experiments meet the clinics, Aug 2020, Paris / Online, France. ⟨hal-02942872⟩

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Huafeng Qin, Mounim El Yacoubi. End-to-end generative adversarial network for palm-vein recognition. International Conference on Pattern Recognition and Artificial Intelligence (IPCRAI), Oct 2020, Virtual, China. pp.714-724, ⟨10.1007/978-3-030-59830-3_62⟩. ⟨hal-04307908⟩

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Simon Rennotte, Pierre-Yves Brillet, Catalin Fetita. Comparison of CNN architectures and training strategies for quantitative analysis of idiopathic interstitial pneumonia. MEDICAL IMAGING 2020: Computer-Aided Diagnosis, Feb 2020, Houston, United States. pp.113140B:1-113140B:10, ⟨10.1117/12.2548476⟩. ⟨hal-03127665⟩

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2019

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Majd Abazid, Nesma Houmani, Sonia Garcia-Salicetti. Impact of spatial constraints when signing in uncontrolled mobile conditions. IH&MMSec 2019 : ACM Workshop on Information Hiding and Multimedia Security, Jul 2019, Paris, France. pp.89-94, ⟨10.1145/3335203.3335720⟩. ⟨hal-02190140⟩

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Katia Andrade, Takfarinas Medani, Nesma Houmani, Bruno Dubois, François Vialatte. Neurofeedback: a novel strategy for promoting cognitive reserve in the elderly?. Joint Event on 14th International Conference on Neurology, Neuroscience and Neuromuscular Disorders & 31st Edition on World Psychiatrists and Psychologists Conference & 15th International Conference on Gastro Educa, Jun 2019, Tokyo, Japan. ⟨hal-04421781⟩

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Sami Boutamine, Dan Istrate, Jérôme Boudy. Smart Sound Sensor for distress situation and number of presented person. JETSAN 2019: Journées d'Etude sur la TéléSanté, Sorbonne Universités, May 2019, Paris, France. ⟨hal-02161095⟩

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Sami Boutamine, Istrate Dan, Jérôme Boudy. Smart sound sensor to detect the number of people in a room. EMBC 2019 : 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Jul 2019, Berlin, Germany. pp.3498-3501, ⟨10.1109/EMBC.2019.8856470⟩. ⟨hal-02318473⟩

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Chao Cao, Marius Preda, Titus Zaharia. 3D point cloud compression. Web3D 2019: 24th International Conference on 3D Web Technology, Jul 2019, Los Angeles, United States. pp.1-9, ⟨10.1145/3329714.3338130⟩. ⟨hal-02453235⟩

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Maxime de Bois, Mounim El Yacoubi, Mehdi Ammi. Study of short-term personalized glucose predictive models on Type-1 diabetic children. International Joint Conference on Neural Networks (IJCNN), Jul 2019, Budapest, Hungary. pp.19076538, ⟨10.48550/arXiv.2009.04409⟩. ⟨hal-04307945⟩

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Maxime de Bois, Mounim El Yacoubi, Mehdi Ammi. Prediction-coherent LSTM-based recurrent neural network for safer glucose predictions in diabetic people. ICONIP 2019: 26th International Conference on Neural Information Processing, Dec 2019, Sidney, Australia. pp.510-521, ⟨10.1007/978-3-030-36718-3_43⟩. ⟨hal-02481366⟩

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Gérard Dray, Nesma Houmani. NeuroLife: interfaces cerveau machine pour la santé et l’autonomie. Healthcare 4.0: Nouvelles avancées en ingénierie pour la santé, Institut Mines-Télécom, Oct 2019, Saint-Etienne, France. ⟨hal-02511084⟩

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Abir Fathallah, Mohamed Ibn Khedher, Mounim El Yacoubi, Najoua Essoukri Ben Amara. Triplet CNN-based word spotting of historical Arabic documents. ICONIP 2019: 26th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Society, Dec 2019, Sydney, Australia. ⟨hal-02473637⟩

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Sebastien Hamis, Titus Zaharia, Olivier Rousseau. Artifacts reduction for very low bitrate image compression with generative adversarial networks. ICCE-Berlin 2019: 9th International Conference on Consumer Electronics, Sep 2019, Berlin, Germany. pp.76-81, ⟨10.1109/ICCE-Berlin47944.2019.8966158⟩. ⟨hal-02454683⟩

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Sebastien Hamis, Titus Zaharia, Olivier Rousseau. Image compression at very low bitrate based on deep learned super-resolution. ISCT 2019: 23rd International Symposium on Consumer Technologies, Jun 2019, Ancona, Italy. pp.128-133, ⟨10.1109/ISCE.2019.8901038⟩. ⟨hal-02454690⟩

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Nesma Houmani, Hovagim Bakardjian, Alan Le Montagner, Jean Mariani, Jérôme Boudy, et al.. Multi-dimensional profiling of elderly at-risk for Alzheimer's disease in a differential framework. JETSAN 2019: Journées d'Etude sur la TéléSanté, Sorbonne Universités, May 2019, Paris, France. ⟨hal-02161052⟩

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Dan Istrate, Carla Taramasco, Anthony Fleury, Nesma Houmani, Mossaab Hariz, et al.. Well-being and -ageing with chronical disease: the BV2 project. JETSAN 2019: Journées d'Etude sur la TéléSanté, Sorbonne Universités, May 2019, Paris, France. ⟨hal-02161053⟩

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Laetitia Jeancolas, Graziella Mangone, Nicolas Villain, Rahul Gaurav, Marie Odile Habert, et al.. Analyse de la voix au stade débutant de la maladie de Parkinson et corrélations avec analyse clinique et neuroimagerie. JETSAN 2019: Journées d'Etude sur la TéléSanté, Sorbonne Universités, May 2019, Paris, France. ⟨hal-02161042⟩

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Laetitia Jeancolas, Graziella Mangone, Jean-Christophe Corvol, Marie Vidailhet, Stéphane Lehéricy, et al.. Comparison of telephone recordings and professional microphone recordings for early detection of Parkinson's disease, using mel-frequency cepstral coefficients with Gaussian mixture models. INTERSPEECH 2019: 20th annual conference of the International Speech Communication Association, Sep 2019, Graz, Austria. pp.3033-3037, ⟨10.21437/Interspeech.2019-2825⟩. ⟨hal-02474486⟩

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Houda Jmila, Mohamed Ibn Khedher, Gregory Blanc, Mounim El Yacoubi. Siamese network based feature learning for improved intrusion detection. ICONIP 2019: International Conference on Neural Information Processing, Dec 2019, Sydney, Australia. pp.377-389, ⟨10.1007/978-3-030-36708-4_31⟩. ⟨hal-02421070⟩

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Young-Wouk Kim, Sebastian Roberto Tarando, Pierre-Yves Brillet, Catalin Fetita. Image biomarkers for quantitative analysis of idiopathic interstitial pneumonia. Medical Imaging 2019: Computer-Aided Diagnosis, Feb 2019, San Diego, United States. pp.10950-44, ⟨10.1117/12.2511847⟩. ⟨hal-02477671⟩

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Amele Florence Kouvahe, Catalin Fetita. Efficient detection of vascular structures using locally connected filtering. Medical Imaging 2019: Computer-Aided Diagnosis, Feb 2019, San Diego, United States. pp.10950-61, ⟨10.1117/12.2511962⟩. ⟨hal-02477652⟩

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Amélé Eyram Kouvahe, Catalin Fetita. Segmentation des structures vasculaires en imagerie TDM par filtrage localement connexe. JETSAN 2019: Journées d'Etude sur la TéléSanté, Sorbonne Universités, May 2019, Paris, France. ⟨hal-02161055⟩

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Mihai Mitrea, Bensaied Rania, Patrick Le Callet. Semantic label bias in subjective video quality evaluation: a standardization perspective. ELECTRONIC IMAGING 2019: Image Quality and System Performance XVI, Jan 2019, Burlingame, United States. pp.311-1-311-8, ⟨10.2352/ISSN.2470-1173.2019.10.IQSP-311⟩. ⟨hal-02420282⟩

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Bogdan Mocanu, Ruxandra Tapu, Titus Zaharia. Dynamic subtitles: a Multimodal video accessibility enhancement dedicated to deaf and hearing impaired users. 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW), Oct 2019, Seoul, South Korea. pp.2558-2566, ⟨10.1109/ICCVW.2019.00313⟩. ⟨hal-04305389⟩

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Bogdan Mocanu, Ruxandra Tapu, Titus Zaharia. Design of a CNN face recognition system dedicated to blinds. ICCE 2019 : 37th International Conference on Consumer Electronics, Jan 2019, Las Vegas, United States. pp.1-2, ⟨10.1109/ICCE.2019.8661933⟩. ⟨hal-02454672⟩

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Dancho Panovski, Veronica Scurtu, Titus Zaharia. Simulation and prediction of public transportation with maps of local density blobs. ICCE 2019: 37th International Conference on Consumer Electronics, Jan 2019, Las Vegas, United States. pp.1-4, ⟨10.1109/ICCE.2019.8661921⟩. ⟨hal-02454636⟩

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Dancho Panovski, Titus Zaharia. Public transportation prediction with convolutional neural networks. INTSYS 2019: 3rd International Conference on Intelligent Transport Systems, Dec 2019, Braga, Portugal. pp.150-161, ⟨10.1007/978-3-030-38822-5_10⟩. ⟨hal-02468759⟩

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Cécile Patte, Martin Genet, Catalin Fetita, Pierre Yves Brillet, Dominique Chapelle. Mécanique pulmonaire personnalisée : modélisation et estimation - Application à la fibrose pulmonaire. CSMA 2019 - 14ème Colloque National en Calcul des Structures, May 2019, Giens, France. ⟨hal-02068920⟩

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Marvin Rajwadi, Cornelius Glackin, Julie Wall, Gérard Chollet, Nigel Cannings. Explaining sentiment classification. Interspeech 2019, Sep 2019, Graz, Austria. pp.56-60, ⟨10.21437/Interspeech.2019-2743⟩. ⟨hal-04391836⟩

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Tapu Ruxandra, Mocanu Bogdan, Titus Zaharia. Enhancing the accessibility of hearing impaired to video content through fully automatic dynamic captioning. EHB 2019: 7th International Conference on E-Health and Bioengineering, Nov 2019, Iasi, Romania. pp.1-4, ⟨10.1109/EHB47216.2019.8970038⟩. ⟨hal-02468749⟩

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M I Torres, J M Olaso, C. Montenegro, R. Santana, A. Vázquez, et al.. The EMPATHIC project : mid-term achievement. The 12th PErvasive Technologies Related to Assistive Environments Conference (PETRA '19), Jun 2019, Rhodes Greece, Greece. pp.629-638, ⟨10.1145/3316782.3322764⟩. ⟨hal-04391843⟩

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2018

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Paulo A.C. Aguilar, Dan Istrate, Jérôme Boudy, James Whiteside, Julien Sarrazin, et al.. Pattern activities identification for elderly people using infrared and Doppler radar sensor. WCB 2018: 8th World Congress of Biomechanics, Jul 2018, Dublin, Ireland. ⟨hal-02878552⟩

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Danya Bachir, Ghazaleh Khodabandelou, Vincent Gauthier, Mounim El Yacoubi, Eric Vachon. Combining Bayesian inference and clustering for transport mode detection from sparse and noisy geolocation data. ECML PKDD 2018: Machine Learning and Knowledge Discovery in Databases, Sep 2018, Dublin, Ireland. pp.569-584, ⟨10.1007/978-3-030-10997-4_35⟩. ⟨hal-01939608⟩

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Rania Ben Saied, Mihai Mitrea. L'impact des étiquettes sémantiques dans l'évaluation subjective de la qualité des séquences vidéo 2D et stéréoscopiques. TAIMA 2018 : Traitement et Analyse de l'Information Méthodes et Applications, Apr 2018, Hammamet, Tunisie. ⟨hal-01990765⟩

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Rania Ben Saied, Mihai Mitrea. The Gaussian hypothisis in subjective quality evaluation for stereoscopic and 2D video content. EUVIP 2018 : 7th European Workshop on Visual Information Processing, Nov 2018, Tampere, Finland. pp.1 - 6, ⟨10.1109/EUVIP.2018.8611747⟩. ⟨hal-01990739⟩

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Ismail Boujelbane, Mihai Mitrea. Vers la virtualisation des objets connectés personnels. TAIMA 2018 : Traitement et Analyse de l'Information Méthodes et Applications, Apr 2018, Hammamet, Tunisie. ⟨hal-01990768⟩

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Luisa Brinkschulte, Natascha Mariacher, Stephan Schlögl, María Inés Torres, Raquel Justo, et al.. The EMPATHIC Project: Building an Expressive, Advanced Virtual Coach to Improve Independent Healthy-Life-Years of the Elderly. SMARTER LIVES 2018: Innovative Solutions for an ageing Society, Feb 2018, Innsbruck, Austria. pp.36-52, ⟨10.48550/arXiv.2104.13836⟩. ⟨hal-04391762⟩

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Paulo A.S. Duarte, Felipe M. Barreto, Paulo A.C. Aguilar, Jérôme Boudy, Rossana M.C. Andrade, et al.. AAL platforms challenges in IoT era : a tertiary study. SoSE 2018 : 13th Annual Conference on System of Systems Engineering, Jun 2018, Paris, France. pp.106 - 113, ⟨10.1109/SYSOSE.2018.8428745⟩. ⟨hal-01934542⟩

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Nazim Dugan, Cornelius Glackin, Gérard Chollet, Nigel Cannings. The intelligent voice ASR system for the iberspeech 2018 speech to text transcription challenge. IberSPEECH 2018, Nov 2018, Barcelone, Spain. pp.272-276, ⟨10.21437/IberSPEECH.2018-57⟩. ⟨hal-02288554⟩

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Cornelius Glackin, Julie Wall, Gérard Chollet, Nazim Dugan, Nigel Cannings. Convolutional neural networks for phoneme recognition. 7th International Conference on Pattern Recognition Applications and Methods, Jan 2018, Funchal, Portugal. pp.190-195, ⟨10.5220/0006653001900195⟩. ⟨hal-02287732⟩

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Mohamed Amine Hmani, Dijana Petrovska-Delacrétaz. State-of-the-art face recognition performance using publicly available software and datasets. ATSIP 2018 : 4th international conference on Advanced Technologies for Signal and Image Processing, Mar 2018, Sousse, Tunisia. pp.1 - 6, ⟨10.1109/ATSIP.2018.8364450⟩. ⟨hal-01915929⟩

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Mohamed Ibn Khedher, Houda Jmila, Mounim El Yacoubi. Fusion of interest point/image based descriptors for efficient person re-identification. IJCNN 2018 : International Joint Conference on Neural Networks, Jul 2018, Rio De Janeiro, Brazil. pp.1 - 7, ⟨10.1109/IJCNN.2018.8489111⟩. ⟨hal-01901844⟩

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Abbas Khosravani, Cornelius Glackin, Nazim Dugan, Gérard Chollet, Nigel Cannings. The intelligent voice system for the iberSPEECH-RTVE 2018 speaker diarization challenge. IberSPEECH 2018, Nov 2018, Barcelone, Spain. pp.231-235, ⟨10.21437/IberSPEECH.2018-48⟩. ⟨hal-02287998⟩

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Gauthier Lafruit, Arnaud Schenkel, Christian Liviu Tulvan, Marius Preda, Lu Yu. MPEG-I coding performance in immersive VR/AR applications. IBC 2018 Conference, Sep 2018, Amesterdam, Netherlands. pp.1 - 9. ⟨hal-01999433⟩

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Aymen Mtibaa, Dijana Petrovska-Delacrétaz, Ahmed Ben Hamida. Cancelable speaker verification system based on binary Gaussian mixtures. ATSIP 2018 : 4th international conference on Advanced Technologies for Signal and Image Processing, Mar 2018, Sousse, Tunisia. pp.1 - 6, ⟨10.1109/ATSIP.2018.8364513⟩. ⟨hal-01917097⟩

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Dancho Panovski, Veronica Scurtu, Titus Zaharia. A neural network-based approach for public transportation prediction with traffic density matrix. EUVIP 2018: 7th European Workshop on Visual Information Processing, Nov 2018, Tampere, Finland. pp.1 - 6, ⟨10.1109/EUVIP.2018.8611683⟩. ⟨hal-01993974⟩

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Marius Preda. Advances and standardization in point cloud compression. IBC 2018: a Masterclass in VR Technology and Industry, Sep 2018, Amsterdam, Netherlands. ⟨hal-02024314⟩

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Huafeng Qin, Mounim El Yacoubi. Finger-vein quality assessment by joint representation learning from grayscale and binary images. ICPRAI 2018: International Conference on Pattern Recognition and Artificial Intelligence, May 2018, Montreal, Canada. pp.232 - 237. ⟨hal-01869783⟩

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Bhiksha Raj, Gérard Chollet. Privacy-preserving cloud computing. ATSIP 2018: 4th International Conference on Advanced Technologies for Signal and Image Processing, Mar 2018, Sousse, Tunisia. ⟨hal-02287996⟩

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Ruxandra Tapu, Bogdan Mocanu, Titus Zaharia. Face recognition in video streams for mobile assistive devices dedicated to visually impaired. SITIS 2018: 14th international conference on Signal Image Technology and Internet-based Systems, Nov 2018, Las Palmas De Gran Canaria, Spain. pp.137 - 142, ⟨10.1109/SITIS.2018.00030⟩. ⟨hal-02092334⟩

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Sebastian Tarando, Catalin Fetita, Young-Wouk Kim, Hyoun Cho, Pierre Yves Brillet. Deep learning framework for infiltrative lung disease classification. RFIAP 2018: Reconnaissance des Formes, Image, Apprentissage et Perception, Jun 2018, Marne La Vallée, France. pp.1 - 7. ⟨hal-01996001⟩

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Sebastian Tarando, Catalin Fetita, Young-Wouk Kim, Hyoun Cho, Pierre Yves Brillet. Boosting CNN performance for lung texture classification using connected filtering. Medical Imaging 2018: Computer-Aided Diagnosis, Feb 2018, Houston, United States. pp.1057505 -, ⟨10.1117/12.2293093⟩. ⟨hal-01995970⟩

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Maria Ines Torres, Cornelius Glackin, Raquel Justo, Gérard Chollet. A sopken dialog system for an EMPATHIC virtual coach. 9th International Workshop on Spoken Dialogue System Technology, May 2018, Singapore, Singapore. pp.259-265, ⟨10.1007/978-981-13-9443-0_22⟩. ⟨hal-02412402⟩

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2017

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Amira Aljane, Nesma Houmani. Alzheimer's disease diagnosis using synchrony and disorder measures. JDSE 2017 : 2nd Junior Conference on Data Science and Engineering, Sep 2017, Orsay, France. pp.117 - 119. ⟨hal-01701329⟩

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Marwa Ammar, Mihai Mitrea, Ismail Boujelbane. HEVC stream saliency extraction: synergies between FIT and information theory principles. IPTA 2017 : 7th International Conference on Image Processing Theory, Tools and Applications, Nov 2017, Montreal, Canada. pp.1 - 5, ⟨10.1109/IPTA.2017.8310117⟩. ⟨hal-01799262⟩

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Katia Andrade, Nesma Houmani, Bruno Dubois, François Vialatte. Neurofeedback as a neurorehabilitation tool for memory deficits : a phase 0 clinical trial. NEUROTECHNIX 2017 : 5th International Congress on Neurotechnology, Electronics and Informatics, Oct 2017, Funchal, Portugal. pp.14 - 16. ⟨hal-01696184⟩

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Ibtissame Aouraghe, Ammour Alae, Aboulem Ghita, Ghizlane Khaissidi, Mostafa Mrabti, et al.. Analyse automatique de l'écriture manuscrite précoce des pathologies neurodégénératives. NDIDO 2017 : Conférence Nouveau Défis de l'Internet des Objects, May 2017, Fès, Maroc. pp.1 - 11. ⟨hal-01682948⟩

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Danya Bachir, Vincent Gauthier, Mounim El Yacoubi, Ghazaleh Khodabandelou. Using mobile phone data analysis for the estimation of daily urban dynamics. ITSC 2017 : 20th International Conference on Intelligent Transportation Systems, Oct 2017, Yokohama, Japan. pp.626 - 632, ⟨10.1109/ITSC.2017.8317956⟩. ⟨hal-01745767⟩

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Amel Ben Mahjoub, Mohamed Ibn Khedher, Mohamed Atri, Mounim El Yacoubi. Naive Bayesian fusion for action recognition from Kinect. DPPR 2017: 7th International Conference on Digital Image Processing and Pattern Recognition, Dec 2017, Sydney, Australia. pp.53 - 69, ⟨10.5121/csit.2017.71606⟩. ⟨hal-01870502⟩

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Sami Boutamine, Dan Istrate, Jérôme Boudy, Adrian Nicolicea. Capteur sonore couplé avec capteur thermique pour détection du nombre de personnes et de situations de détresse. Journées d'Etude sur la TéléSANté, 6ème edition, Pôle Capteurs, Université d'Orléans, May 2017, Bourges, France. pp. 101-105. ⟨hal-01692428⟩

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Catalin Fetita, Thierry Fortemps de Loneux, Amélé Eyram Kouvahe, Mostafa El Hajjam. Automatic detection and quantification of pulmonary arterio-venous malformations in hereditary hemorrhagic telangiectasia. SPIE Medical Imaging 2017: Computer-Aided Diagnosis, Feb 2017, Orlando, United States. pp.1013419-1 - 1013419-9, ⟨10.1117/12.2254754⟩. ⟨hal-01686308⟩

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Ahmed Gari, Ghizlane Khaissidi, Mostafa Mrabti, Driss Chenouni, Mounim El Yacoubi. Skew detection and correction based on Hough transform and Harris corners. WITS 2017 : International Conference on Wireless Technologies, Embedded and Intelligent Systems, Apr 2017, Fez, Morocco. pp.1 - 4, ⟨10.1109/WITS.2017.7934619⟩. ⟨hal-01617807⟩

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Nicolas Granger, Mounim El Yacoubi. Comparing hybrid NN-HMM and RNN for temporal modeling in gesture recognition. ICONIP 2017 : 24th International Conference on Neural Information Processing, Oct 2017, Guangzhou, China. pp.147 - 156, ⟨10.1007/978-3-319-70096-0⟩. ⟨hal-01682667⟩

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Toufik Guettari, Mircea Dan Istrate, Pascal Doré, Jérôme Boudy. Detection of human presence in the context of resident supervision in nursing home. Journées d'Etude sur la TéléSANté, 6ème edition, Pôle Capteurs, Université d'Orléans, May 2017, Bourges, France. pp.41-43. ⟨hal-01565002⟩

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Nicolas Hascoet, Titus Zaharia. Local feature selection for urban image retrieval. ISSCS 2017 : International Symposium on Signals, Circuits and Systems , Jul 2017, Iasi, Romania. pp.1 - 4, ⟨10.1109/ISSCS.2017.8034887⟩. ⟨hal-01687246⟩

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Nicolas Hascoet, Titus Zaharia. Building recognition with adaptive interest point selection. ICCE 2017 : International Conference on Consumer Electronics, Jan 2017, Las Vegas United States. pp.1 - 4, ⟨10.1109/ICCE.2017.7889218⟩. ⟨hal-01511886⟩

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Houda Jmila, Mohamed Ibn Khedher, Mounim El Yacoubi. Estimating VNF resource requirements using machine learning techniques. ICONIP 2017 : 24th International Conference on Neural Information Processing, Nov 2017, Guangzhou, China. pp.883 - 892, ⟨10.1007/978-3-319-70087-8_90⟩. ⟨hal-01682996⟩

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Hajer Khlaifi, Dan Istrate, Jacques Demongeot, Jérôme Boudy, Dhafer Malouche. Swallowing sound recognition at home using GMM. Journées d'Etude sur la TéléSANté, 6ème edition, Pôle Capteurs, Université d'Orléans, May 2017, Bourges, France. ⟨hal-01692422⟩

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Jounghyun Gerard Kim, Jerome Royan, Marius Preda. Standards for mixed and augmented reality. ISMAR 2017 : IEEE International Symposium on Mixed and Augmented Reality, Oct 2017, Nantes, France. pp.252 - 252, ⟨10.1109/ISMAR-Adjunct.2017.80⟩. ⟨hal-01691562⟩

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Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman Pflugfelder, et al.. The Visual Object Tracking VOT2017 challenge results. ICCV 2017 : International Conference on Computer Vision Workshops, Oct 2017, Venice, Italy. pp.1949 - 1972. ⟨hal-01691097⟩

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Yassine Lehiani, Madjid Maidi, Marius Preda, Faouzi Ghorbel. Image invariant description based on local Fourier-Mellin transform. ICSIPA 2017 : IEEE International Conference on Signal and Image Processing Applications, Sep 2017, Kuching, Malaysia. pp.159 - 163, ⟨10.1109/ICSIPA.2017.8120598⟩. ⟨hal-01691604⟩

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Gael Mahé, Lionel Moisan, Mihai Mitrea. An image-inspired audio sharpness index. EUSIPCO 2017 : 25th European Signal Processing Conference, Aug 2017, Kos Island, Greece. pp.683 - 687, ⟨10.23919/EUSIPCO.2017.8081294⟩. ⟨hal-01682856⟩

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Ahmad Mheich, Juliette Guilloton, Nesma Houmani. Monitoring visual sustained attention with a low-cost EEG headset. ICABME 2017 : 4th International Conference on Advances in Biomedical Engineering, Oct 2017, Beirut, Lebanon. pp.1 - 4, ⟨10.1109/ICABME.2017.8167572⟩. ⟨hal-01696238⟩

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Saeideh Mirzaei, Mounim El Yacoubi, Sonia Garcia-Salicetti, Jérôme Boudy, Christian Kahindo Senge Muvingi, et al.. Automatic speech analysis for early Alzheimer's disease diagnosis. JETSAN 2017 : 6e Journées d'Etudes sur la Télésanté, May 2017, Bourges, France. pp.114 - 116. ⟨hal-01618834⟩

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Bogdan Mocanu, Ruxandra Tapu, Titus Zaharia. Seeing without sight : an automatic cognition system dedicated to blind and visually impaired people. ICCV 2017 : International Conference on Computer Vision, Oct 2017, Venise, Italy. pp.1452 - 1459. ⟨hal-01687512⟩

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Bogdan Mocanu, Ruxandra Tapu, Titus Zaharia. Automatic extraction of story units from TV news. ICCE 2017 : International Conference on Consumer Electronics, Jan 2017, Las Vegas United States. pp.1 - 2, ⟨10.1109/ICCE.2017.7889377⟩. ⟨hal-01511894⟩

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Bogdan Mocanu, Ruxandra Tapu, Titus Zaharia. Object tracking using deep convolutional neural networks and visual appearance models. ACIVS2017 : International Conference on Advanced Concepts for Intelligent Vision Systems , Sep 2017, Antwerp, Belgium. pp.114 - 125, ⟨10.1007/978-3-319-70353-4_10⟩. ⟨hal-01691189⟩

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Sameh Neili Boualia, Sami Gazzah, Mounim El Yacoubi, Najoua Essoukri Ben Amara. Human posture recognition approach based on ConvNets and SVM classifier. ATSIP 2017 : 3rd international conference on Advanced Technologies for Signal and Image Processing, May 2017, Fez, Morocco. pp.1 - 6, ⟨10.1109/ATSIP.2017.8075518⟩. ⟨hal-01682648⟩

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Dijana Petrovska-Delacrétaz, Houssemeddine Khemiri. Unsupervised data-driven hidden Markov modeling for text-dependent speaker verification. ICPRAM 2017 : 6th International Conference on Pattern Recognition Applications and Methods, Feb 2017, Porto, Portugal. pp.199 - 207, ⟨10.5220/0006202001990207⟩. ⟨hal-01630731⟩

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Nathan Ramoly, Vincent Vassout, Amel Bouzeghoub, Mounim El Yacoubi, Mossaab Hariz. Refining visual activity recognition with semantic reasoning. IEEE 31st International Conference on Advanced Information Networking and Applications (AINA 2017), Mar 2017, Taipei, Taiwan. pp.720 - 727, ⟨10.1109/AINA.2017.98⟩. ⟨hal-01587280⟩

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Maxime Robin, Dan Istrate, Jérôme Boudy. Remote monitoring, distress detection by slightest invasive systems : sound recognition based on hierarchical i-vectors. EMBC 2017 : 39th international conference of the IEEE Engineering in Medicine and Biology Society, Jul 2017, Seogwipo, South Korea. pp.2744 - 2748, ⟨10.1109/EMBC.2017.8037425⟩. ⟨hal-01692063⟩

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Hela Sfar, Amel Bouzeghoub, Nathan Ramoly, Jérôme Boudy. A novel hybrid model for activity recognition. MDAI 2017 : 14th international conference on Modeling Decisions for Artificial Intelligence, Oct 2017, Kitakyushu, Japan. pp.170 - 182, ⟨10.1007/978-3-319-67422-3_15⟩. ⟨hal-01687137⟩

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Hela Sfar, Amel Bouzeghoub, Nathan Ramoly, Jérôme Boudy. AGACY monitoring: a hybrid model for activity recognition and uncertainty handling. ESWC 2017 : 14th European Semantic Web Conference, May 2017, Portorož, Slovenia. pp.254 - 269, ⟨10.1007/978-3-319-58068-5_16⟩. ⟨hal-01687038⟩

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Ruxandra Tapu, Bogdan Mocanu, Titus Zaharia. ATLAS: adaptive single object tracking using offline learned motion and visual patterns. BMVC 2017 : British Machine Vision Conference Workshops, Sep 2017, Londres, United Kingdom. pp.1 - 12. ⟨hal-01691133⟩

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Ruxandra Tapu, Bogdan Mocanu, Titus Zaharia. Single object tracking using offline trained deep regression networks. IPTA 2017 : 7th International Conference on Image Processing Theory, Tools and Applications , Nov 2017, Montreal, Canada. pp.1 - 6, ⟨10.1109/IPTA.2017.8310091⟩. ⟨hal-01745758⟩

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Sebastian Roberto Tarando, Catalin Fetita, Pierre Yves Brillet. Cascade of convolutional neural networks for lung texture classification: overcoming ontological overlapping. SPIE Medical Imaging 2017: Computer-Aided Diagnosis, Feb 2017, Orlando, United States. pp.1013407-1 - 1013407-9, ⟨10.1117/12.2255552⟩. ⟨hal-01686291⟩

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Tianben Wang, Daqing Zhang, Yuanqing Zheng, Tao Gu, Xingshe Zhou, et al.. C-FMCW based contactless respiration detection using acoustic signal. IMWUT 2017: Interactive, Mobile, Wearable and Ubiquitous Technologies (ISWC 2017 and UBICOMP 2017), Sep 2017, Maui, Hawaii, United States. pp.Article 170 -, ⟨10.1145/3161188⟩. ⟨hal-01884642⟩

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Mustafa Berkay Yilmaz, Mounim El Yacoubi. Methods of pathology detection by speech analysis: survey. UBMK 2017: 2nd International Conference on Computer Science and Engineering, Oct 2017, Antalya, Turkey. pp.28 - 33, ⟨10.1109/UBMK.2017.8093551⟩. ⟨hal-01870514⟩

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2016

ref_biblio

Maroua Affes, Malek Sellami Meziou, Yassine Lehiani, Marius Preda, Faouzi Ghorbel. A content-based watermarking scheme based on Clifford Fourier transform. VISIGRAPP 2016 : 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Feb 2016, Rome, Italy. pp.372 - 378, ⟨10.5220/0005748403720378⟩. ⟨hal-01438812⟩

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Marwa Ammar, Mihai Mitrea, Ismail Boujelbane, Patrick Le Callet. HEVC saliency map computation. ELECTRONIC IMAGING 2016 : Human Vision and Electronic Imaging XX, Feb 2016, San Francisco, United States. pp.HVEI-107 - 1-8, ⟨10.2352/ISSN.2470-1173.2016.16.HVEI-107⟩. ⟨hal-01452180⟩

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Youssef Elfakir, Ghizlane Khaissidi, Mostafa Mrabti, Mounim El Yacoubi, Zakia Lakhliai, et al.. Bag‐of‐descriptors of SIFT for segmentation‐free word spotting in handwritten Arabic documents. 2nd International Conference on Natural Sciences and Technology in Manuscript Analysis, Feb 2016, Hamburg, Germany. ⟨hal-01426917⟩

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Omar A. Galarraga C., Néjib Khouri, Vincent Vigneron, Bernadette Dorizzi, Eric Desailly. Predicting kinematic outcome of multi-level surgery in cerebral palsy. ESMAC 2016 : the European Society of Movement Analysis for Adults and Children International Congress, Sep 2016, Sevilla, Spain. pp.1 - ⟨10.1016/j.gaitpost.2016.07.069⟩. ⟨hal-01453117⟩

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Rama Rao Ganji, Mihai Mitrea, Dancho Panovski, Bojan Joveski. Improving the RDP based applications by using HTML5 content representation. ELECTRONIC IMAGING 2016 : Mobile Devices and Multimedia : Enabling Technologies, Algorithms, and Applications, Feb 2016, San Francisco, United States. pp.MOBMU-293 - 1-7, ⟨10.2352/ISSN.2470-1173.2016.7.MOBMU-293⟩. ⟨hal-01452198⟩

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Laetitia Jeancolas, Dijana Petrovska-Delacrétaz, Stéphane Lehéricy, Habib Benali, Badr-Eddine Benkelfat. L'analyse de la voix comme outil de diagnostique précoce de la maladie de Parkinson : état de l'art. CORESA 2016 : 18e édition COmpressions et REprésentation des Signaux Audiovisuels, May 2016, Nancy, France. pp.113 - 121. ⟨hal-01354240⟩

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Houssemeddine Khemiri, Dijana Petrovska-Delacrétaz. Cohort selection for text-dependent speaker verification score normalization. ATSIP 2016 : 2nd International Conference on Advanced Technologies for Signal and Image Processing , Mar 2016, Monastir, Tunisia. pp.689 - 692, ⟨10.1109/ATSIP.2016.7523167⟩. ⟨hal-01451057⟩

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Ghazaleh Khodabandelou, Vincent Gauthier, Mounim El Yacoubi, Marco Fiore. Population estimation from mobile network traffic metadata. WOWMOM 2016 : 17th International symposium on a world of wireless, mobile and multimedia networks, Jun 2016, Coimbra, Portugal. pp.1 - 9, ⟨10.1109/WoWMoM.2016.7523554⟩. ⟨hal-01426320⟩

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Abbas Khosravani, Mohammad Mehdi Homayounpour, Dijana Petrovska-Delacrétaz, Gérard Chollet. A PLDA approach for language and text independent speaker recognition. ODISSEY 2016 : The Speaker and Language Recognition Workshop, Jun 2016, Bilbao, Spain. pp.264 - 269. ⟨hal-01451125⟩

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ref_biblio

Gabriel Marzinotto, José Carlos Rosales Nunez, Mounim El Yacoubi, Sonia Garcia-Salicetti, Christian Kahindo Senge Muvingi, et al.. Uncovering major age-related handwriting changes by unsupervised learning. COGNITIVE 2016 : 8th International Conference on Advanced Cognitive Technologies and Applications, Mar 2016, Rome, Italy. pp.48 - 54. ⟨hal-01426892⟩

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ref_biblio

Saeideh Mirzaei, Pierrick Milhorat, Jérôme Boudy, Gérard Chollet, Mikko Kurimo. Experiments on adaptation methods to improve acoustic modeling for French speech recognition. ICPRAM 2016 : 5th International Conference on Pattern Recognition Applications and Methods, Feb 2016, Roma, Italy. pp.278 - 282, ⟨10.5220/0005703702780282⟩. ⟨hal-01326151⟩

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ref_biblio

Bogdan Mocanu, Ruxandra Tapu, Titus Zaharia. Using computer vision to see. ECCV 2016 : 14th European Conference on Computer Vision Workshops, Oct 2016, Amsterdam, Netherlands. pp.375 - 390, ⟨10.1007/978-3-319-48881-3_26⟩. ⟨hal-01451795⟩

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Bogdan Mocanu, Ruxandra Tapu, Titus Zaharia. Automatic segmentation of TV news into stories using visual and temporal information. ACIVS 2016 : 17th International Conference on Advanced Concepts for Intelligent Vision Systems, Oct 2016, Lecce, Italy. pp.648 - 660, ⟨10.1007/978-3-319-48680-2_57⟩. ⟨hal-01451798⟩

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Javier Mikel Olaso, Pierrick Milhorat, Julia Himmelsbach, Jérôme Boudy, Gérard Chollet, et al.. A multi-lingual evaluation of the vAssist spoken dialog system : comparing Disco and RavenClaw. IWSDS 2016 : 7th International Workshop Series on Spoken Dialogue Systems Techonoly, Jan 2016, Saariselkä, Finland. pp.221 - 232, ⟨10.1007/978-981-10-2585-3_17⟩. ⟨hal-01461570⟩

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Dancho Panovski, Titus Zaharia. Simulation-based vehicular traffic lights optimization. SITIS 2016 : 12th International Conference on Signal Image Technology & Internet Based Systems, Nov 2016, Naples, Italy. pp.258 - 265, ⟨10.1109/SITIS.2016.49⟩. ⟨hal-01520640⟩

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ref_biblio

Hugues Sansen, Gérard Chollet, Cornelius Glackin, Kristiina Jokinen, Atta Badii, et al.. The Roberta IRONSIDE project : a cognitive and physical robot coach for dependent persons. HANDICAP 2016 : 9ème Conférence Handicap : la recherche au service de la qualité de vie et de l'autonomie, Jun 2016, Paris, France. pp.133 - 138. ⟨hal-01444702⟩

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Hugues Sansen, Maria Inès Torres, Gérard Chollet, Cornelius Glackin, Dijana Petrovska-Delacrétaz, et al.. The Roberta IRONSIDE project : a dialog capable humanoid personal assistant in a wheelchair for dependent persons. ATSIP 2016 : 2nd International Conference on Advanced Tecchnologies for Signal and Image Processing, Mar 2016, Monastir, Tunisia. pp.381 - 386, ⟨10.1109/ATSIP.2016.7523110⟩. ⟨hal-01447016⟩

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Mouna Selmi, Mounim El Yacoubi. Multimodal sequential modeling and recognition of human activities. ICCHP 2016 : 15th International Conference on Computers Helping People with Special Needs, Jul 2016, Linz, Austria. pp.541 - 548, ⟨10.1007/978-3-319-41267-2_76⟩. ⟨hal-01426328⟩

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ref_biblio

Ruxandra Tapu, Bogdan Mocanu, Titus Zaharia. TV news retrieval based on story segmentation and concept association. SITIS 2016 : 12th International Conference on Signal Image Technology & Internet Based Systems, Nov 2016, Naples, Italy. pp.327 - 334, ⟨10.1109/SITIS.2016.60⟩. ⟨hal-01520643⟩

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Arthur Truong, Titus Zaharia. Laban movement analysis for real-time 3D gesture recognition. MEASURING BEHAVIOR 2016 : 10th International Conference on Methods and Techniques in Behavioral Research, May 2016, Dublin, Ireland. pp.514 - 521. ⟨hal-01451739⟩

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ref_biblio

Arthur Truong, Titus Zaharia. Dynamic gesture recognition with Laban Movement Analysis and Hidden Markov Models. CGI 2016 : 33rd Computer Graphics International , Jun 2016, Heraklion, Greece. pp.21 - 24, ⟨10.1145/2949035.2949041⟩. ⟨hal-01451527⟩

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ref_biblio

Alexander Usoltsev, Dijana Petrovska-Delacrétaz, Houssemeddine Khemiri. Full video processing for mobile audio-visual identity verification. ICPRAM 2016 : 5th International Conference on Pattern Recognition Applications and Methods, Feb 2016, Rome, Italy. pp.552 - 557, ⟨10.5220/0005667305520557⟩. ⟨hal-01451049⟩

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2010

ref_biblio

Maxime de Bois, Mounim El Yacoubi, Mehdi Ammi. Interpreting deep glucose predictive models for diabetic people using RETAIN. International Conference on Pattern Recognition and Artificial Intelligence ( IPCRAI), Oct 2010, Virtual conference, China. pp.685-694, ⟨10.1007/978-3-030-59830-3_59⟩. ⟨hal-04307918⟩

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Book sections

2023

ref_biblio

Marius Preda, Traian Lavric. Augmented reality training in manufacturing sectors. The Digital Twin, Springer International Publishing, pp.447-496, 2023, Computer Science, 978-3-031-21343-4. ⟨10.1007/978-3-031-21343-4_17⟩. ⟨hal-04389171⟩

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2022

ref_biblio

Nathan Hubens, Marius Preda, Matei Mancas, Bernard Gosselin, Titus Zaharia. Improve convolutional neural network pruning by maximizing filter variety. Image Analysis and Processing – ICIAP 2022, 13231, Springer International Publishing, pp.379-390, 2022, Lecture Notes in Computer Science, 978-3-031-06427-2. ⟨10.1007/978-3-031-06427-2_32⟩. ⟨hal-03930224⟩

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2021

ref_biblio

G Andreoni, E Konstantinidis, D Petsani, P Bamidis, D Gatsios, et al.. 20. Other advanced research initiatives in elderly care and fragility prevention. Digital Health Technology for Better Aging, Springer, Cham, pp.327-359, 2021, Research for Development, 978-3-030-72663-8. ⟨10.1007/978-3-030-72663-8_20⟩. ⟨hal-04392114⟩

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ref_biblio

Nesma Houmani, Majd Abazid, Kylliann de Santiago, Jérôme Boudy, Bernadette Dorizzi, et al.. EEG signal analysis with a statistical entropy-based measure for Alzheimer’s disease detection. S. Yurish. Advances in Signal Processing: Reviews, 2, pp.387-407, 2021, 978-84-09-28830-4. ⟨hal-03882856⟩

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ref_biblio

Huafeng Qins, Mounim El-Yacoubi. End-to-End generative adversarial network for hand-vein recognition. Advances in pattern recognition and artificial intelligence, World Scientific, pp.47-60, 2021, Series on Language Processing, Pattern Recognition, and Intelligent Systems, 978-981-123-900-7. ⟨10.1142/9789811239014_0003⟩. ⟨hal-03944319⟩

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2020

ref_biblio

Philippe A. Grenier, Catherine Beigelman-Aubry, Pierre-Yves Brillet, Catalin I Fetita. Large airway disease and chronic airflow obstruction. Grainger and Allison’s diagnostic radiology: a textbook of medical imaging, 1 (Chapter 6), Elsevier, pp. 126-162, 2020, 9780702075247. ⟨hal-03128171⟩

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2019

ref_biblio

Cornelius Glackin, Julie Wall, Gérard Chollet, Nazim Dugan, Nigel Cannings. TIMIT and NTIMIT phone recognition using convolutional neural networks. International Conference on Pattern Recognition Applications and Methods, Springer, pp.89-100, 2019, 978-3-030-05499-1. ⟨10.1007/978-3-030-05499-1_5⟩. ⟨hal-02287997⟩

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ref_biblio

Anne Lacheret-Dujour, Guri Bordal, Arthur Truong. Derivation of the prosodic structure. Rhapsodie: A prosodic and syntactic treebank for spoken French, 89, John Benjamins Publishing Company, pp.213-231, 2019, Studies in Corpus Linguistics, 9789027262929. ⟨10.1075/scl.89.12lac⟩. ⟨hal-04088612⟩

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Special issue

2022

ref_biblio

Dan Istrate, Sofiane Boudaoud, Jérôme Boudy. Biomedical sensors and data processing in human monitoring for E-health. Sensors, https://www.mdpi.com/si/59999, 2022, MDPI Sensors Special Issue, Section "Biomedical Sensors". ⟨hal-03956874⟩

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Books

2021

ref_biblio

Carmen García-Mateo, Gérard Chollet (Dir.). Voice biometrics: technology, trust and security. Institution of Engineering and Technology, 2021, 9781785619014. ⟨10.1049/PBSE012E⟩. ⟨hal-04391789⟩

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2007

ref_biblio

Stéphanie Lacour (Dir.). La Sécurité aujourd'hui dans la société de l'information. Stéphanie Lacour. L'Harmattan, 279 p., 2007, 978-2-296-04276-6. ⟨halshs-00345414⟩

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Patents

2023

ref_biblio

Jungsun Kim, Alexandros Tourapis, Khaled Mammou, Chao Cao, Marius Preda. Point cloud compression using video encoding with time consistent patches. United States, Patent n° : US11562507B2. 2023. ⟨hal-04389347⟩

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2022

ref_biblio

Lyes Bouchama, Yaneck Gottesman, Bernadette Dorizzi, Jacques Klossa. Traitement d'images de microscopie par intelligence artificielle. France, Patent n° : FR2205407. 2022. ⟨hal-04017736⟩

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ref_biblio

Nesma Houmani. Procédé et dispositif d’analyse de la motricité fine. France, Patent n° : FR3106234 - WO2021144307- EP4091176. 2022. ⟨hal-03953222⟩

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ref_biblio

Nesma Houmani, Sonia Garcia-Salicetti. Identity verification or identification method using handwritten signatures affixed to a digital sensor. France, Patent n° : EP3942442. 2022. ⟨hal-03953225⟩

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2021

ref_biblio

Nesma Houmani, Majd Abazid. Procédé de sélection de caractéristiques à partir de signaux d’électroencéphalogramme. France, Patent n° : WO2021254788 - EP3925520. 2021. ⟨hal-03953220⟩

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ref_biblio

Nesma Houmani, Sonia Garcia-Salicetti. Procédé de génération d’informations concernant la production d’un tracé manuscrit, apposé manuellement ou imprimé. France, Patent n° : EP3908962. 2021. ⟨hal-03953227⟩

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ref_biblio

Iain-James Marshall, Mihai P Mitrea, Bojan Joveski, Ludovico Gardenghi, Françoise Prêteux. Codage de données sans perte pour communication bidirectionnelle dans une session collaborative d'échange de contenu multimédia. France, N° de brevet: EP2681912B1. 2021, pp.21. ⟨hal-04304219⟩

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ref_biblio

Marius Preda, Alexandros Tourapis, Jungsun Kim, Khaled Mammou, Christian Tulvan Liviu Traian. Dynamic point cloud compression using inter-prediction. United States, Patent n° : US11202078B2. 2021. ⟨hal-04389353⟩

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2020

ref_biblio

Nesma Houmani, Sonia Garcia-Salicetti. Procédé de vérification d’identité ou d’identification utilisant des signatures manuscrites apposées sur un capteur numérique. France, N° de brevet: WO2020187640A1. 2020. ⟨hal-03122175⟩

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ref_biblio

Nesma Houmani, Sonia Garcia-Salicetti. Method for generating information about the production of a handwritten, hand-affixed or printed trace. France, Patent n° : WO 2020/144494. 2020. ⟨hal-02928803⟩

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ref_biblio

Nesma Houmani, Sonia Garcia-Salicetti. Procédé de vérification d’identité ou d’identification utilisant des signatures manuscrites apposées sur un capteur numérique. France, N° de brevet: FR3094106A1. 2020. ⟨hal-03122176⟩

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2019

ref_biblio

Zephir Arnold, Danya Bachir, Vincent Gauthier, Yacoubi Mounim El, Khodabandelou Ghazaleh. Procédé d’apprentissage de coefficients d’estimation de la population, et procédé d’estimation de la population. France, Patent n° : FR3072536. 2019. ⟨hal-04303801⟩

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ref_biblio

Mihai Mitrea, Bojan Joveski, Ludovico Gardenghi, Iain James Marshall, Francoise Preteux. Methods and devices for producing and processing representations of multimedia scenes. United States, Patent n° : US 10 262 438 B2. 2019. ⟨hal-02468539⟩

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ref_biblio

Marius Preda, Yassine Lehiani, Oussamah Jaber, Yasser Jebbari, Llyes Sghir. Procédé d’évaluation de la disponibilité d'une salle opératoire. France, Patent n° : FR3065101B1. 2019. ⟨hal-04389364⟩

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2018

ref_biblio

Nigel Henry Cannings, Gérard Chollet, Cornelius Glackin, Muttukrishnan Rajarajan. System and method for preserving privacy of data in the cloud. United Kingdom, Patent n° : US 2018/0285576 A1. 2018, pp.1-12. ⟨hal-04400998⟩

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2017

ref_biblio

Vincent Gauthier, Fereshteh Asgari, Mounim El Yacoubi, Alexis Sultan. Procédé d'estimation de trajectoires utilisant des données mobiles. France, N° de brevet: FR3046006. 16609. 2017, pp.34. ⟨hal-01582154⟩

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2015

ref_biblio

Marius Preda, Madjid Maidi. DETECTION ET RECONNAISSANCE D'OBJETS. France, N° de brevet: FR3010563B1. 2015. ⟨hal-04389371⟩

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Poster communications

2023

ref_biblio

Yannis Tevissen, Jérôme Boudy, Gérard Chollet, Frédéric Petitpont. Détection d'activité vocale multi-flux pour la diarisation du locuteur. GRETSI 2023, Aug 2023, Grenoble, France. ⟨hal-04312439⟩

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ref_biblio

Yannis Tevissen, Jérôme Boudy, Gérard Chollet, Frédéric Petitpont. Zero-shot speaker change point detection usong large language models. Journée des doctorants Paris Saclay, Jun 2023, Palaiseau, France. ⟨hal-04312592⟩

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2022

ref_biblio

Yannis Tevissen, Jérôme Boudy, Gérard Chollet. Multi-stream voice activity detection for robust speaker diarization. GDR ISIS 2022: Information, Signal, Image et ViSion: Traitement du signal pour la voix, Oct 2022, Paris, France. ⟨hal-03937815⟩

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2021

ref_biblio

Juliana Damurie, Patrick Horain. Neural networks for fourier pytchography microscopy and application to malaria. JDSE 2021, Feb 2021, online, France. , Junior Conference on Data Science and Engineering (JDSE). ⟨hal-04326622⟩

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2020

ref_biblio

Omar El Mellouki, Mohamed Ibn Khedher, Mounim El Yacoubi. Abstract interpretation for neural networks verification. DataIA Workshop « Safety & AI » (2020), Sep 2020, Gif-sur-Yvette, France. 2020, ⟨10.13140/RG.2.2.33268.78720⟩. ⟨hal-03878080⟩

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2016

ref_biblio

Toufik Guettari, Dan Istrate, Nesma Houmani, Jérôme Boudy. Suitable segmentation method of a thermal signal representing sleep movement in the bed. ESRS 2016: 23rd Congress of the European Sleep Research Society, Sep 2016, Bologne, Italy. ⟨hal-01445647⟩

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Proceedings

2022

ref_biblio

Mounîm El Yacoubi, Eric Granger, Pong Chi Yuen, Umapada Pal, Nicole Vincent. Pattern Recognition and Artificial Intelligence: Third International Conference, ICPRAI 2022, Paris, France, June 1–3, 2022, Proceedings, Part II. Lecture Notes in Computer Science, 13364, Springer International Publishing, 2022, Lecture Notes in Computer Science (LNCS, volume 13364), 978-3-031-09281-7. ⟨10.1007/978-3-031-09282-4⟩. ⟨hal-03963459⟩

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ref_biblio

Christophe Mouton, Marius Preda, Indira Mouttapa Thouvenin. Web3D '22 : proceedings of the 27th international conference on 3D web technology. Web3D '22: The 27th International Conference on 3D Web Technology, Association for Computing Machinery, New York, NY, United States, 2022, 978-1-4503-9914-2. ⟨10.1145/3564533⟩. ⟨hal-04399359⟩

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Reports

2022

ref_biblio

Yannis Tevissen, Jérôme Boudy, Frédéric Petitpont. The Newsbridge -Telecom SudParis voxceleb speaker recognition challenge 2022 system description. Télécom SudParis. 2022. ⟨hal-03937809⟩

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2018

ref_biblio

Chao Cao, Marius Preda, Titus Zaharia. Proposal for adaptive orientation of projection planes. [Research Report] Dépt. ARTEMIS (Institut Mines-Télécom-Télécom SudParis); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (Institut Mines-Télécom-Télécom SudParis-CNRS). 2018. ⟨hal-02009078⟩

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ref_biblio

Chao Cao, Marius Preda, Titus Zaharia. Updates on adaptive orientation of projection planes method. [Research Report] Dépt. ARTEMIS (Institut Mines-Télécom-Télécom SudParis); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (Institut Mines-Télécom-Télécom SudParis-CNRS). 2018. ⟨hal-02009076⟩

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ref_biblio

Chao Cao, Marius Preda, Titus Zaharia. [PCC] TMC2 CE2.14 crosscheck result. [Research Report] Dépt. ARTEMIS (Institut Mines-Télécom-Télécom SudParis); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (Institut Mines-Télécom-Télécom SudParis-CNRS). 2018. ⟨hal-02009059⟩

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ref_biblio

Chao Cao, Marius Preda, Titus Zaharia. [PCC] TMC2 CE2.4 crosscheck result. [Research Report] Dépt. ARTEMIS (Institut Mines-Télécom-Télécom SudParis); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (Institut Mines-Télécom-Télécom SudParis-CNRS). 2018. ⟨hal-02009074⟩

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ref_biblio

Chao Cao, Marius Preda, Titus Zaharia. Validation process and results of the submitted data for the responses to the Point Cloud Compression CfP. [Research Report] Dépt. ARTEMIS (Institut Mines-Télécom-Télécom SudParis); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (Institut Mines-Télécom-Télécom SudParis-CNRS). 2018. ⟨hal-02009099⟩

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ref_biblio

Chao Cao, Marius Preda, Titus Zaharia. [PCC] TMC2 CE2.8 crosscheck result on absoluteD1 coding method. [Research Report] Dépt. ARTEMIS (Institut Mines-Télécom-Télécom SudParis); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (Institut Mines-Télécom-Télécom SudParis-CNRS). 2018. ⟨hal-02009069⟩

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ref_biblio

Bojan Joveski, Mihai Mitrea, Ismail Boujelbane. MPEG-21-UD for personalisation of real live application. [Research Report] Dépt. ARTEMIS (Institut Mines-Télécom-Télécom SudParis); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (Institut Mines-Télécom-Télécom SudParis-CNRS). 2018, pp.2. ⟨hal-02009122⟩

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ref_biblio

Sang Kyun Kim, Sik Lee Kyoung, Marius Preda. APIs for Count People in IoMT. [Rapport de recherche] Dépt. ARTEMIS (Institut Mines-Télécom-Télécom SudParis); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (Institut Mines-Télécom-Télécom SudParis-CNRS); Department of Computer Engineering [Yongin] (Myongji University). 2018. ⟨hal-02009785⟩

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ref_biblio

Mihai Mitrea, Marius Preda. Updated requirements for Internet of Media Things. [Research Report] Dépt. ARTEMIS (Institut Mines-Télécom-Télécom SudParis); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (Institut Mines-Télécom-Télécom SudParis-CNRS). 2018, pp.6. ⟨hal-02009750⟩

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ref_biblio

Mihai Mitrea. IoMT use case: mThing content authentication with blockchain technologies. [Research Report] Dépt. ARTEMIS (Institut Mines-Télécom-Télécom SudParis); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (Institut Mines-Télécom-Télécom SudParis-CNRS). 2018, pp.1. ⟨hal-02009783⟩

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Mihai Mitrea, Marius Preda. On the usage of blockchain solutions for IOMT. [Research Report] Dépt. ARTEMIS (Institut Mines-Télécom-Télécom SudParis); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (Institut Mines-Télécom-Télécom SudParis-CNRS). 2018, pp.2. ⟨hal-02009101⟩

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ref_biblio

Mihai Mitrea, Bojan Joveski. The usage of block-chain solutions for MPEG-UD data: monetizing, tracking, authentication. [Research Report] Dépt. ARTEMIS (Institut Mines-Télécom-Télécom SudParis); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (Institut Mines-Télécom-Télécom SudParis-CNRS). 2018, pp.2. ⟨hal-02009755⟩

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Mihai Mitrea, Bojan Joveski. MPEG-UD vs. GDPR. [Research Report] Dépt. ARTEMIS (Institut Mines-Télécom-Télécom SudParis); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (Institut Mines-Télécom-Télécom SudParis-CNRS). 2018, pp.2. ⟨hal-02009778⟩

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ref_biblio

Marius Preda. IoMT use case: monetization of the mThings transactions. [Research Report] Dépt. ARTEMIS (Institut Mines-Télécom-Télécom SudParis); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (Institut Mines-Télécom-Télécom SudParis-CNRS). 2018. ⟨hal-02009781⟩

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2017

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Chao Cao, Christian Liviu Tulvan, Marius Preda. Validation process and results of the submitted data for the responses to the Point Cloud Compression CfP. [Research Report] Dépt. ARTEMIS (Institut Mines-Télécom-Télécom SudParis); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (Institut Mines-Télécom-Télécom SudParis-CNRS); Mathématiques appliquées Paris 5 (CNRS : UMR8145, Université Paris 5). 2017. ⟨hal-01691230⟩

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Mihai Mitrea, Marius Preda. On the usage of IOMT in real life applications. [Research Report] Dépt. ARTEMIS (Institut Mines-Télécom-Télécom SudParis); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (Institut Mines-Télécom-Télécom SudParis-CNRS); Mathématiques appliquées Paris 5 (CNRS : UMR8145, Université Paris 5). 2017. ⟨hal-01799390⟩

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Marius Preda. Container for PCC TM and CE draft versions. [Research Report] Dépt. ARTEMIS (Institut Mines-Télécom-Télécom SudParis); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (Institut Mines-Télécom-Télécom SudParis-CNRS); Mathématiques appliquées Paris 5 (CNRS : UMR8145, Université Paris 5). 2017. ⟨hal-01691220⟩

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Marius Preda, Christian Liviu Tulvan, Chao Cao. Merged results of PCC CfP. [Research Report] Dépt. ARTEMIS (Institut Mines-Télécom-Télécom SudParis); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (Institut Mines-Télécom-Télécom SudParis-CNRS); Mathématiques appliquées Paris 5 (CNRS : UMR8145, Université Paris 5). 2017. ⟨hal-01691250⟩

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Marius Preda. Draft notes and material of Paris AhG meeting on PCC. [Research Report] Dépt. ARTEMIS (Institut Mines-Télécom-Télécom SudParis); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (Institut Mines-Télécom-Télécom SudParis-CNRS); Mathématiques appliquées Paris 5 (CNRS : UMR8145, Université Paris 5). 2017. ⟨hal-01691630⟩

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Christian Liviu Tulvan, Marius Preda. Status on PCC normals. [Research Report] Dépt. ARTEMIS (Institut Mines-Télécom-Télécom SudParis); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (Institut Mines-Télécom-Télécom SudParis-CNRS); Mathématiques appliquées Paris 5 (CNRS : UMR8145, Université Paris 5). 2017. ⟨hal-01691622⟩

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Christian Liviu Tulvan, Jang Euee, Marius Preda. Point Cloud Compression (PCC) : updates on datasets and anchors. [Research Report] Dépt. ARTEMIS (Institut Mines-Télécom-Télécom SudParis); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (Institut Mines-Télécom-Télécom SudParis-CNRS); Hanyang University (.); Mathématiques appliquées Paris 5 (CNRS : UMR8145, Université Paris 5). 2017. ⟨hal-01691699⟩

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Christian Liviu Tulvan, Marius Preda. Status on PCC dataset. [Research Report] Dépt. ARTEMIS (Institut Mines-Télécom-Télécom SudParis); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (Institut Mines-Télécom-Télécom SudParis-CNRS); Mathématiques appliquées Paris 5 (CNRS : UMR8145, Université Paris 5). 2017. ⟨hal-01691628⟩

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Christian Liviu Tulvan, Marius Preda. Status on PCC anchors. [Research Report] Dépt. ARTEMIS (Institut Mines-Télécom-Télécom SudParis); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (Institut Mines-Télécom-Télécom SudParis-CNRS); Mathématiques appliquées Paris 5 (CNRS : UMR8145, Université Paris 5). 2017. ⟨hal-01691627⟩

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Christian Liviu Tulvan, Marius Preda. Status on PCC distortions. [Research Report] Dépt. ARTEMIS (Institut Mines-Télécom-Télécom SudParis); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (Institut Mines-Télécom-Télécom SudParis-CNRS); Mathématiques appliquées Paris 5 (CNRS : UMR8145, Université Paris 5). 2017. ⟨hal-01691263⟩

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Christian Liviu Tulvan, Marius Preda. Status on PCC decoded files. [Research Report] Dépt. ARTEMIS (Institut Mines-Télécom-Télécom SudParis); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (Institut Mines-Télécom-Télécom SudParis-CNRS); Mathématiques appliquées Paris 5 (CNRS : UMR8145, Université Paris 5). 2017. ⟨hal-01691625⟩

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Christian Liviu Tulvan, Marius Preda. MPEG assets : document repository updates. [Research Report] Dépt. ARTEMIS (Institut Mines-Télécom-Télécom SudParis); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (Institut Mines-Télécom-Télécom SudParis-CNRS); Mathématiques appliquées Paris 5 (CNRS : UMR8145, Université Paris 5). 2017. ⟨hal-01691261⟩

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Christian Liviu Tulvan, Marius Preda. Point Cloud Compression (PCC) : renaming of anchors and decoded files. [Research Report] Dépt. ARTEMIS (Institut Mines-Télécom-Télécom SudParis); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (Institut Mines-Télécom-Télécom SudParis-CNRS); Mathématiques appliquées Paris 5 (CNRS : UMR8145, Université Paris 5). 2017. ⟨hal-01691258⟩

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Christian Liviu Tulvan, Marius Preda. Status on PCC anchors and decoded files. [Research Report] Dépt. ARTEMIS (Institut Mines-Télécom-Télécom SudParis); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (Institut Mines-Télécom-Télécom SudParis-CNRS); Mathématiques appliquées Paris 5 (CNRS : UMR8145, Université Paris 5). 2017. ⟨hal-01691264⟩

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ref_biblio

Christian Liviu Tulvan, Jang Euee, Marius Preda. Point Cloud Compression (PCC) : report on distortion results. [Research Report] Dépt. ARTEMIS (Institut Mines-Télécom-Télécom SudParis); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (Institut Mines-Télécom-Télécom SudParis-CNRS); Hanyang University (.); Mathématiques appliquées Paris 5 (CNRS : UMR8145, Université Paris 5). 2017. ⟨hal-01691696⟩

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2016

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Traian Lavric, Marius Preda, Veronica Scurtu. Big Data for personalized user experience in AR. [Research Report] Dépt. ARTEMIS (Institut Mines-Télécom-Télécom SudParis); Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (Institut Mines-Télécom-Télécom SudParis-CNRS). 2016. ⟨hal-01443321⟩

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Theses

2023

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Abhaya Dhathri Arige. Simplification of 3D CAD models with deep learning for augmented reality. Artificial Intelligence [cs.AI]. Institut Polytechnique de Paris, 2023. English. ⟨NNT : 2023IPPAS018⟩. ⟨tel-04420117⟩

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Thibault Lelong. Reconnaissance des documents avec de l'apprentissage profond pour la réalité augmentée. Apprentissage [cs.LG]. Institut Polytechnique de Paris, 2023. Français. ⟨NNT : 2023IPPAS017⟩. ⟨tel-04419389⟩

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Alexandre Moreaux. Visual content tracking, IPR management, & blockchain : from process abstraction to functional interoperability. Artificial Intelligence [cs.AI]. Institut Polytechnique de Paris, 2023. English. ⟨NNT : 2023IPPAS023⟩. ⟨tel-04418984⟩

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Kaouther Ouenniche. Multimodal deep learning for audiovisual production. Machine Learning [stat.ML]. Institut Polytechnique de Paris, 2023. English. ⟨NNT : 2023IPPAS020⟩. ⟨tel-04480229⟩

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Yannis Tevissen. Diarisation multimodale : vers des modèles robustes et justes en contexte réel. Intelligence artificielle [cs.AI]. Institut Polytechnique de Paris, 2023. Français. ⟨NNT : 2023IPPAS014⟩. ⟨tel-04345081⟩

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2022

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Majd Abazid. Topological study of the brain functional organization at the early stages of Alzheimer's disease using electroencephalography. Neuroscience. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAS026⟩. ⟨tel-03941673⟩

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Paul Guélorget. Active learning for the detection of objects of operational interest in open-source multimedia content. Machine Learning [cs.LG]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAS018⟩. ⟨tel-03947344⟩

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Mohamed Amine Hmani. Use of Biometrics for the Regeneration of Revocable Crypto-biometric Keys. Cryptography and Security [cs.CR]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAS013⟩. ⟨tel-03943822⟩

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Nathan Hubens. Towards lighter and faster deep neural networks with parameter pruning. Information Retrieval [cs.IR]. Institut Polytechnique de Paris; Université de Mons, 2022. English. ⟨NNT : 2022IPPAS025⟩. ⟨tel-03953635⟩

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Traian Lavric. Methodologies and tools for expert knowledge sharing in manual assembly industries by using augmented reality. Emerging Technologies [cs.ET]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAS015⟩. ⟨tel-03940858⟩

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Aymen Mtibaa. Towards robust and privacy-preserving speaker verification systems. Cryptography and Security [cs.CR]. Institut Polytechnique de Paris, 2022. English. ⟨NNT : 2022IPPAS002⟩. ⟨tel-03640567⟩

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2021

ref_biblio

Chao Cao. 3D point cloud compression. Multimedia [cs.MM]. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAS015⟩. ⟨tel-03524521⟩

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2020

ref_biblio

Sebastien Hamis. Compression de contenus visuels pour transmission mobile sur réseaux de très bas débit. Traitement du signal et de l'image [eess.SP]. Institut Polytechnique de Paris, 2020. Français. ⟨NNT : 2020IPPAS020⟩. ⟨tel-03028739⟩

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Amélé Eyram Florence Kouvahe. Etude du remodelage vasculaire pathologique : de la caractérisation macroscopique en imagerie TDM à l’analyse en microscopie numérique. Imagerie médicale. Institut Polytechnique de Paris, 2020. Français. ⟨NNT : 2020IPPAS019⟩. ⟨tel-03139889⟩

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ref_biblio

Dancho Panovski. Simulation, optimization and visualization of transportation data. Networking and Internet Architecture [cs.NI]. Institut Polytechnique de Paris, 2020. English. ⟨NNT : 2020IPPAS016⟩. ⟨tel-03026377⟩

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2019

ref_biblio

Laetitia Jeancolas. Détection précoce de la maladie de Parkinson par l'analyse de la voix et corrélations avec la neuroimagerie. Traitement du signal et de l'image [eess.SP]. Université Paris Saclay (COmUE), 2019. Français. ⟨NNT : 2019SACLL019⟩. ⟨tel-02470759⟩

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ref_biblio

Christian Kahindo Senge Muvingi. Analyse automatique de l’écriture manuscrite sur tablette pour la détection et le suivi thérapeutique de personnes présentant des pathologies. Traitement du signal et de l'image [eess.SP]. Université Paris Saclay (COmUE), 2019. Français. ⟨NNT : 2019SACLL016⟩. ⟨tel-02437269⟩

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2016

ref_biblio

Arthur Truong. Analyse du contenu expressif des gestes corporels. Traitement du signal et de l'image [eess.SP]. Institut National des Télécommunications, 2016. Français. ⟨NNT : 2016TELE0015⟩. ⟨tel-01382722⟩

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Preprints, Working Papers, ...

2024

ref_biblio

Max Cohen, Sylvain Le Corff, Maurice Charbit, Marius Preda, Gilles Nozière. End-to-end deep meta modelling to calibrate and optimize energy consumption and comfort. 2024. ⟨hal-04389228⟩

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Max Cohen, Maurice Charbit, Sylvain Le Corff, Marius Preda, Gilles Nozière. End-to-end deep metamodeling to calibrate and optimize energy loads. 2024. ⟨hal-04389250⟩

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Khalil Guetari, Yannis Tevissen, Frédéric Petitpont. Multimodal chaptering for long-form TV newscast video. 2024. ⟨hal-04511269⟩

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Nathan Hubens, Matei Mancas, Bernard Gosselin, Marius Preda, Titus Zaharia. One-cycle pruning: pruning convNets under a tight training budget. 2024. ⟨hal-04389225⟩

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Nathan Hubens, Matei Mancas, Bernard Gosselin, Marius Preda, Titus Zaharia. An experimental study of the impact of pre-training on the pruning of a convolutional neural network. 2024. ⟨hal-04389221⟩

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Yannis Tevissen, Jérôme Boudy, Gérard Chollet, Frédéric Petitpont. Towards measuring and scoring speaker diarization fairness. 2024. ⟨hal-04391708⟩

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ref_biblio

Yannis Tevissen, Khalil Guetari, Marine Tassel, Erwan Kerleroux, Frédéric Petitpont. Inserting faces inside captions: image captioning with attention guided merging. 2024. ⟨hal-04511236⟩

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2023

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Nathan Hubens, Victor Delvigne, Matei Mancas, Bernard Gosselin, Marius Preda, et al.. Induced feature selection by structured pruning. 2023. ⟨hal-04049940⟩

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Sarah Ben Slimene, Mounîm A. El-Yacoubi. Driver risk identification using telematics and contextual data crossed with previous claims history. 2023. ⟨hal-04348103v2⟩

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ref_biblio

Yannis Tevissen, Jérôme Boudy, Gérard Chollet, Frédéric Petitpont. Towards measuring and scoring speaker diarization fairness. 2023. ⟨hal-04312411⟩

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2022

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Katia Andrade, Thomas Guieysse, Solofo Razafimahatratra, Nesma Houmani, André Klarsfeld, et al.. EEG-neurofeedback for promoting neuromodulation in the elderly: evidence from a double-blind study. 2022. ⟨hal-04157512⟩

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2017

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Gaël Mahé, Lionel Moisan, Mihai Mitrea. An Image-Inspired Audio Sharpness Index. 2017. ⟨hal-01528172⟩

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