Yannick Benezeth

63 papers A* 1A 1B 4C 7Misc 3Journal 25Unranked 22

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Tree-Based Personalized Clustered Federated Learning: A Driver Stress Monitoring Through Physiological Data Case Study. IEEE Internet Things J. Houda Rafi, Yannick Benezeth, Fan Yang, Philippe Reynaud, Emmanuel Arnoux, Cédric Demonceaux
2024	J	`jnl`	Deep learning contour-based method for semi-automatic annotation of manufactured objects in electron microscopy images. J. Electronic Imaging Isaac Wilfried Sanou, Julien Baderot, Stéphanie Bricq, Yannick Benezeth, Franck Marzani, Sergio Martinez, Johann Foucher
2024	J	`jnl`	Video-based heart rate estimation from challenging scenarios using synthetic video generation. Biomed. Signal Process. Control. Yannick Benezeth, Deepak Krishnamoorthy, Deivid Botina-Monsalve, Keisuke Nakamura, Randy Gomez, Johel Mitéran
2023	J	`jnl`	UBFC-Phys: A Multimodal Database For Psychophysiological Studies of Social Stress. IEEE Trans. Affect. Comput. Rita Meziati Sabour, Yannick Benezeth, Pierre De Oliveira, Julien Chappé, Fan Yang
2022	—	`conf`	Class-aware data augmentation by GAN specialisation to improve endoscopic images classification. BHI Cyprien Plateau-Holleville, Yannick Benezeth
2022	J	`jnl`	Development and Cross-Cultural Evaluation of a Scoring Algorithm for the Biometric Attachment Test: Overcoming the Challenges of Multimodal Fusion with "Small Data". IEEE Trans. Affect. Comput. Federico Parra, Stefan Scherer, Yannick Benezeth, Plamena Tsvetanova, Susana Tereno
2022	—	`conf`	Gated Recurrent Unit-Based RNN for Remote Photoplethysmography Signal Segmentation. CVPR Workshops Rita Meziati Sabour, Yannick Benezeth
2022	—	`conf`	Personalization of AI Models Based on Federated Learning for Driver Stress Monitoring. ECCV Workshops (6) Houda Rafi, Yannick Benezeth, Philippe Reynaud, Emmanuel Arnoux, Fan Yang, Cédric Demonceaux
2022	—	`conf`	RTrPPG: An Ultra Light 3DCNN for Real-Time Remote Photoplethysmography. CVPR Workshops Deivid Botina-Monsalve, Yannick Benezeth, Johel Mitéran
2021	J	`jnl`	Generalized Eigenvalue Decomposition Applied to Estimation of Spatial rPPG Distribution of Skin. J. Math. Imaging Vis. Richard Macwan, Yannick Benezeth, Alamin Mansouri
2021	J	`jnl`	Iterative Boundaries Implicit Identification for Superpixels Segmentation: A Real-Time Approach. IEEE Access Serge Bobbia, Richard Macwan, Yannick Benezeth, Keisuke Nakamura, Randy Gomez, Julien Dubois
2021	J	`jnl`	Wavelet Variance Maximization: A contactless respiration rate estimation method based on remote photoplethysmography. Biomed. Signal Process. Control. Duncan Luguern, Richard Macwan, Yannick Benezeth, Virginie Moser, L. Andrea Dunbar, Fabian Braun, Alia Lemkaddem, Julien Dubois
2020	—	`conf`	An Assessment of Algorithms to Estimate Respiratory Rate from the Remote Photoplethysmogram. CVPR Workshops Duncan Luguern, Simon Perche, Yannick Benezeth, Virginie Moser, L. Andrea Dunbar, Fabian Braun, Alia Lemkaddem, Keisuke Nakamura, Randy Gomez, Julien Dubois
2020	J	`jnl`	Intrinsic RGB and multispectral images recovery by independent quadratic programming. PeerJ Comput. Sci. Alexandre Krebs, Yannick Benezeth, Franck Marzani
2020	J	`jnl`	Intrinsic image decomposition as two independent deconvolution problems. Signal Process. Image Commun. Alexandre Krebs, Yannick Benezeth, Franck Marzani
2020	—	`conf`	Long Short-Term Memory Deep-Filter in Remote Photoplethysmography. CVPR Workshops Deivid Botina-Monsalve, Yannick Benezeth, Richard Macwan, Paul Pierrart, Federico Parra, Keisuke Nakamura, Randy Gomez, Johel Mitéran
2020	—	`conf`	Remote photoplethysmography combining color channels with SNR maximization for respiratory rate assessment. ISMICT Duncan Luguern, Yannick Benezeth, Virginie Moser, L. Andrea Dunbar, Fabian Braun, Alia Lemkaddem, Keisuke Nakamura, Randy Gomez, Julien Dubois
2020	J	`jnl`	Video-Based Pulse Rate Variability Measurement Using Periodic Variance Maximization and Adaptive Two-Window Peak Detection. Sensors Peixi Li, Yannick Benezeth, Richard Macwan, Keisuke Nakamura, Randy Gomez, Chao Li, Fan Yang
2019	—	`conf`	Emotional State Recognition with Micro-expressions and Pulse Rate Variability. ICIAP (1) Reda Belaiche, Rita Meziati Sabour, Cyrille Migniot, Yannick Benezeth, Dominique Ginhac, Keisuke Nakamura, Randy Gomez, Fan Yang
2019	J	`jnl`	Heart rate estimation using remote photoplethysmography with multi-objective optimization. Biomed. Signal Process. Control. Richard Macwan, Yannick Benezeth, Alamin Mansouri
2019	C	`conf`	Learning bag of spatio-temporal features for human interaction recognition. ICMV Khadidja Nour el Houda Slimani, Yannick Benezeth, Feryel Souami
2019	—	`conf`	Model-based Region of Interest Segmentation for Remote Photoplethysmography. VISIGRAPP (4: VISAPP) Peixi Li, Yannick Benezeth, Keisuke Nakamura, Randy Gomez, Fan Yang
2019	—	`conf`	Probabilistic Signal Quality Metric for Reduced Complexity Unsupervised Remote Photoplethysmography. ISMICT Yannick Benezeth, Serge Bobbia, Keisuke Nakamura, Randy Gomez, Julien Dubois
2019	J	`jnl`	Unsupervised skin tissue segmentation for remote photoplethysmography. Pattern Recognit. Lett. Serge Bobbia, Richard Macwan, Yannick Benezeth, Alamin Mansouri, Julien Dubois
2018	J	`jnl`	A robust multispectral palmprint matching algorithm and its evaluation for FPGA applications. J. Syst. Archit. Chao Li, Yannick Benezeth, Keisuke Nakamura, Randy Gomez, Fan Yang
2018	C	`conf`	Comparison of Region of Interest Segmentation Methods for Video-Based Heart Rate Measurements. BIBE Peixi Li, Yannick Benezeth, Keisuke Nakamura, Randy Gomez, Chao Li, Fan Yang
2018	J	`jnl`	Design and evaluation of a parallel and optimized light-tissue interaction-based method for fast skin lesion assessment. J. Real Time Image Process. Chao Li, Vincent Brost, Yannick Benezeth, Franck Marzani, Fan Yang
2018	C	`conf`	Detection of H. pylori Induced Gastric Inflammation by Diffuse Reflectance Analysis. BIBE Alexandre Krebs, Vania Camilo, Eliette Touati, Yannick Benezeth, Valerie Michel, Gregory Jouvion, Fan Yang, Dominique Lamarque, Franck Marzani
2018	—	`conf`	Dual-channel Geometric Registration of a Multispectral-augmented Endoscopic Prototype. VISIGRAPP (4: VISAPP) Omar Zenteno, Alexandre Krebs, Sylvie Treuillet, Yves Lucas, Yannick Benezeth, Franck Marzani
2018	J	`jnl`	High-level synthesis for FPGAs: code optimization strategies for real-time image processing. J. Real Time Image Process. Chao Li, Yanjing Bi, Yannick Benezeth, Dominique Ginhac, Fan Yang
2018	—	`conf`	Parameter-free adaptive step-size multiobjective optimization applied to remote photoplethysmography. BHI Richard Macwan, Yannick Benezeth, Keisuke Nakamura, Randy Gomez, Yadong Wu, Alamin Mansouri
2018	—	`conf`	Periodic Variance Maximization Using Generalized Eigenvalue Decomposition Applied to Remote Photoplethysmography Estimation. CVPR Workshops Richard Macwan, Serge Bobbia, Yannick Benezeth, Julien Dubois, Alamin Mansouri
2018	—	`conf`	Real-Time Temporal Superpixels for Unsupervised Remote Photoplethysmography. CVPR Workshops Serge Bobbia, Duncan Luguern, Yannick Benezeth, Keisuke Nakamura, Randy Gomez, Julien Dubois
2018	—	`conf`	Remote heart rate variability for emotional state monitoring. BHI Yannick Benezeth, Peixi Li, Richard Macwan, Keisuke Nakamura, Randy Gomez, Fan Yang
2018	—	`conf`	Spatial and Spectral Calibration of a Multispectral-Augmented Endoscopic Prototype. VISIGRAPP (Revised Selected Papers) Omar Zenteno, Alexandre Krebs, Sylvie Treuillet, Yves Lucas, Yannick Benezeth, Franck Marzani
2017	—	`conf`	An embedded solution for multispectral palmprint recognition. EUSIPCO Chao Li, Yannick Benezeth, Keisuke Nakamura, Randy Gomez, Fan Yang
2017	Misc	`conf`	Quadratic Objective Functions for Dichromatic Model Parameters Estimation. DICTA Alexandre Krebs, Yannick Benezeth, Franck Marzani
2016	J	`jnl`	Identification of precancerous lesions by multispectral gastroendoscopy. Signal Image Video Process. Sergio Ernesto Martinez Herrera, Yannick Benezeth, Matthieu Boffety, Jean-François Emile, Franck Marzani, Dominique Lamarque, François Goudail
2016	B	`conf`	Remote photoplethysmography based on implicit living skin tissue segmentation. ICPR Serge Bobbia, Yannick Benezeth, Julien Dubois
2015	B	`conf`	Bag-of-word based brand recognition using Markov clustering algorithm for codebook generation. ICIP Yannick Benezeth, Aurélie Bertaux, Aldric Manceau
2015	J	`jnl`	Mobile Video-to-Audio Transducer and Motion Detection for Sensory Substitution. Frontiers ICT Maxime Ambard, Yannick Benezeth, Philippe Pfister
2014	Misc	`conf`	Analysis of Relevant Features for Pollen Classification. AIAI Gildardo Lozano-Vega, Yannick Benezeth, Franck Marzani, Frank Boochs
2014	—	`conf`	CDnet 2014: An Expanded Change Detection Benchmark Dataset. CVPR Workshops Yi Wang, Pierre-Marc Jodoin, Fatih Murat Porikli, Janusz Konrad, Yannick Benezeth, Prakash Ishwar
2014	—	`conf`	Human Interaction Recognition Based on the Co-occurrence of Visual Words. CVPR Workshops Khadidja Nour el Houda Slimani, Yannick Benezeth, Feriel Souami
2014	J	`jnl`	Modular method of detection, localization, and counting of multiple-taxon pollen apertures using bag-of-words. J. Electronic Imaging Gildardo Lozano-Vega, Yannick Benezeth, Franck Marzani, Frank Boochs
2014	C	`conf`	Multispectral Endoscopy to Identify Precancerous Lesions in Gastric Mucosa. ICISP Sergio Ernesto Martinez Herrera, Yannick Benezeth, Matthieu Boffety, Jean-François Emile, Franck Marzani, Dominique Lamarque, François Goudail
2013	—	`conf`	Classification of Pollen Apertures Using Bag of Words. ICIAP (1) Gildardo Lozano-Vega, Yannick Benezeth, Franck Marzani, Frank Boochs
2013	B	`conf`	Meta-tracking for video scene understanding. AVSS Pierre-Marc Jodoin, Yannick Benezeth, Yi Wang
2013	J	`jnl`	Skin Parameter Map Retrieval from a Dedicated Multispectral Imaging System Applied to Dermatology/Cosmetology. Int. J. Biomed. Imaging Romuald Jolivot, Yannick Benezeth, Franck Marzani
2013	J	`jnl`	Unmixing of human skin optical reflectance maps by Non-negative Matrix Factorization algorithm. Biomed. Signal Process. Control. July Galeano, Romuald Jolivot, Franck Marzani, Yannick Benezeth
2012	—	`conf`	Analysis of Multispectral Images of Excised Colon Tissue Samples Based on Genetic Algorithms. SITIS July Galeano, Romuald Jolivot, Yannick Benezeth, Franck Marzani, Jean-François Emile, Dominique Lamarque
2012	J	`jnl`	Posture Recognition Based on Fuzzy Logic for Home Monitoring of the Elderly. IEEE Trans. Inf. Technol. Biomed. Damien Brulin, Yannick Benezeth, Estelle Courtial
2011	A	`conf`	A Study on Auditory Feature Spaces for Speech-Driven Lip Animation. INTERSPEECH Guylaine Le Jan, Yannick Benezeth, Guillaume Gravier, Frédéric Bimbot
2011	J	`jnl`	Abnormality detection using low-level co-occurring events. Pattern Recognit. Lett. Yannick Benezeth, Pierre-Marc Jodoin, Venkatesh Saligrama
2010	J	`jnl`	Comparative study of background subtraction algorithms. J. Electronic Imaging Yannick Benezeth, Pierre-Marc Jodoin, Bruno Emile, Hélène Laurent, Christophe Rosenberger
2010	—	`conf`	Evaluation of Human Detection Algorithms in Image Sequences. ACIVS (2) Yannick Benezeth, Baptiste Hemery, Hélène Laurent, Bruno Emile, Christophe Rosenberger
2010	C	`conf`	Human Detection with a Multi-sensors Stereovision System. ICISP Yannick Benezeth, Pierre-Marc Jodoin, Bruno Emile, Hélène Laurent, Christophe Rosenberger
2010	C	`conf`	Unsupervised Credit Detection in TV Broadcast Streams. ISM Yannick Benezeth, Sid-Ahmed Berrani
2010	J	`jnl`	Vision-Based System for Human Detection and Tracking in Indoor Environment. Int. J. Soc. Robotics Yannick Benezeth, Bruno Emile, Hélène Laurent, Christophe Rosenberger
2009	Misc	`conf`	A General Framework for a Robust Human Detection in Images Sequences. ICIG Yannick Benezeth, Bruno Emile, Hélène Laurent, Christophe Rosenberger
2009	A*	`conf`	Abnormal events detection based on spatio-temporal co-occurences. CVPR Yannick Benezeth, Pierre-Marc Jodoin, Venkatesh Saligrama, Christophe Rosenberger
2008	C	`conf`	A Real Time Human Detection System Based on Far Infrared Vision. ICISP Yannick Benezeth, Bruno Emile, Hélène Laurent, Christophe Rosenberger
2008	B	`conf`	Review and evaluation of commonly-implemented background subtraction algorithms. ICPR Yannick Benezeth, Pierre-Marc Jodoin, Bruno Emile, Hélène Laurent, Christophe Rosenberger