A Real Time Human Detection System Based on Far Infrared Vision. - Yannick Benezeth; Bruno Emile; Hélène Laurent; Christophe Rosenberger (ICISP, 2008)

Review and evaluation of commonly-implemented background subtraction algorithms. - Yannick Benezeth; Pierre-Marc Jodoin; Bruno Emile; Hélène Laurent; Christophe Rosenberger (ICPR, 2008)

Abnormal events detection based on spatio-temporal co-occurences. - Yannick Benezeth; Pierre-Marc Jodoin; Venkatesh Saligrama; Christophe Rosenberger (CVPR, 2009)

A General Framework for a Robust Human Detection in Images Sequences. - Yannick Benezeth; Bruno Emile; Hélène Laurent; Christophe Rosenberger (ICIG, 2009)

Evaluation of Human Detection Algorithms in Image Sequences. - Yannick Benezeth; Baptiste Hemery; Hélène Laurent; Bruno Emile; Christophe Rosenberger (ACIVS (2), 2010)

Human Detection with a Multi-sensors Stereovision System. - Yannick Benezeth; Pierre-Marc Jodoin; Bruno Emile; Hélène Laurent; Christophe Rosenberger (ICISP, 2010)

Unsupervised Credit Detection in TV Broadcast Streams. - Yannick Benezeth; Sid-Ahmed Berrani (ISM, 2010)

Vision-Based System for Human Detection and Tracking in Indoor Environment. - Yannick Benezeth; Bruno Emile; Hélène Laurent; Christophe Rosenberger (Int. J. Soc. Robotics, 2010)

Comparative study of background subtraction algorithms. - Yannick Benezeth; Pierre-Marc Jodoin; Bruno Emile; Hélène Laurent; Christophe Rosenberger (J. Electronic Imaging, 2010)

A Study on Auditory Feature Spaces for Speech-Driven Lip Animation. - Guylaine Le Jan; Yannick Benezeth; Guillaume Gravier; Frédéric Bimbot (INTERSPEECH, 2011)

Abnormality detection using low-level co-occurring events. - Yannick Benezeth; Pierre-Marc Jodoin; Venkatesh Saligrama (Pattern Recognit. Lett., 2011)

Analysis of Multispectral Images of Excised Colon Tissue Samples Based on Genetic Algorithms. - July Galeano 001; Romuald Jolivot; Yannick Benezeth; Franck Marzani; Jean-François Emile; Dominique Lamarque (SITIS, 2012)

Posture Recognition Based on Fuzzy Logic for Home Monitoring of the Elderly. - Damien Brulin; Yannick Benezeth; Estelle Courtial (IEEE Trans. Inf. Technol. Biomed., 2012)

Meta-tracking for video scene understanding. - Pierre-Marc Jodoin; Yannick Benezeth; Yi Wang 025 (AVSS, 2013)

Classification of Pollen Apertures Using Bag of Words. - Gildardo Lozano-Vega; Yannick Benezeth; Franck Marzani; Frank Boochs (ICIAP (1), 2013)

Unmixing of human skin optical reflectance maps by Non-negative Matrix Factorization algorithm. - July Galeano 001; Romuald Jolivot; Franck Marzani; Yannick Benezeth (Biomed. Signal Process. Control., 2013)

Skin Parameter Map Retrieval from a Dedicated Multispectral Imaging System Applied to Dermatology/Cosmetology. - Romuald Jolivot; Yannick Benezeth; Franck Marzani (Int. J. Biomed. Imaging, 2013)

Human Interaction Recognition Based on the Co-occurrence of Visual Words. - Khadidja Nour el Houda Slimani; Yannick Benezeth; Feriel Souami (CVPR Workshops, 2014)

CDnet 2014: An Expanded Change Detection Benchmark Dataset. - Yi Wang 025; Pierre-Marc Jodoin; Fatih Murat Porikli; Janusz Konrad; Yannick Benezeth; Prakash Ishwar (CVPR Workshops, 2014)

Multispectral Endoscopy to Identify Precancerous Lesions in Gastric Mucosa. - Sergio Ernesto Martinez Herrera; Yannick Benezeth; Matthieu Boffety; Jean-François Emile; Franck Marzani; Dominique Lamarque; François Goudail (ICISP, 2014)

Analysis of Relevant Features for Pollen Classification. - Gildardo Lozano-Vega; Yannick Benezeth; Franck Marzani; Frank Boochs (AIAI, 2014)

Modular method of detection, localization, and counting of multiple-taxon pollen apertures using bag-of-words. - Gildardo Lozano-Vega; Yannick Benezeth; Franck Marzani; Frank Boochs (J. Electronic Imaging, 2014)

Bag-of-word based brand recognition using Markov clustering algorithm for codebook generation. - Yannick Benezeth; Aurélie Bertaux; Aldric Manceau (ICIP, 2015)

Mobile Video-to-Audio Transducer and Motion Detection for Sensory Substitution. - Maxime Ambard; Yannick Benezeth; Philippe Pfister (Frontiers ICT, 2015)

Remote photoplethysmography based on implicit living skin tissue segmentation. - Serge Bobbia; Yannick Benezeth; Julien Dubois (ICPR, 2016)

Identification of precancerous lesions by multispectral gastroendoscopy. - Sergio Ernesto Martinez Herrera; Yannick Benezeth; Matthieu Boffety; Jean-François Emile; Franck Marzani; Dominique Lamarque; François Goudail (Signal Image Video Process., 2016)

Quadratic Objective Functions for Dichromatic Model Parameters Estimation. - Alexandre Krebs; Yannick Benezeth; Franck Marzani (DICTA, 2017)

An embedded solution for multispectral palmprint recognition. - Chao Li 005; Yannick Benezeth; Keisuke Nakamura; Randy Gomez; Fan Yang 019 (EUSIPCO, 2017)

Remote heart rate variability for emotional state monitoring. - Yannick Benezeth; Peixi Li; Richard Macwan; Keisuke Nakamura; Randy Gomez; Fan Yang 019 (BHI, 2018)

Parameter-free adaptive step-size multiobjective optimization applied to remote photoplethysmography. - Richard Macwan; Yannick Benezeth; Keisuke Nakamura; Randy Gomez; Yadong Wu; Alamin Mansouri (BHI, 2018)

Detection of H. pylori Induced Gastric Inflammation by Diffuse Reflectance Analysis. - Alexandre Krebs; Vania Camilo; Eliette Touati; Yannick Benezeth; Valerie Michel; Gregory Jouvion; Fan Yang 019; Dominique Lamarque; Franck Marzani (BIBE, 2018)

Comparison of Region of Interest Segmentation Methods for Video-Based Heart Rate Measurements. - Peixi Li; Yannick Benezeth; Keisuke Nakamura; Randy Gomez; Chao Li 005; Fan Yang 019 (BIBE, 2018)

Real-Time Temporal Superpixels for Unsupervised Remote Photoplethysmography. - Serge Bobbia; Duncan Luguern; Yannick Benezeth; Keisuke Nakamura; Randy Gomez; Julien Dubois (CVPR Workshops, 2018)

Periodic Variance Maximization Using Generalized Eigenvalue Decomposition Applied to Remote Photoplethysmography Estimation. - Richard Macwan; Serge Bobbia; Yannick Benezeth; Julien Dubois; Alamin Mansouri (CVPR Workshops, 2018)

Spatial and Spectral Calibration of a Multispectral-Augmented Endoscopic Prototype. - Omar Zenteno; Alexandre Krebs; Sylvie Treuillet; Yves Lucas; Yannick Benezeth; Franck Marzani (VISIGRAPP (Revised Selected Papers), 2018)

Dual-channel Geometric Registration of a Multispectral-augmented Endoscopic Prototype. - Omar Zenteno; Alexandre Krebs; Sylvie Treuillet; Yves Lucas; Yannick Benezeth; Franck Marzani (VISIGRAPP (4: VISAPP), 2018)

High-level synthesis for FPGAs: code optimization strategies for real-time image processing. - Chao Li 005; Yanjing Bi; Yannick Benezeth; Dominique Ginhac; Fan Yang 019 (J. Real Time Image Process., 2018)

Design and evaluation of a parallel and optimized light-tissue interaction-based method for fast skin lesion assessment. - Chao Li 005; Vincent Brost; Yannick Benezeth; Franck Marzani; Fan Yang 019 (J. Real Time Image Process., 2018)

A robust multispectral palmprint matching algorithm and its evaluation for FPGA applications. - Chao Li 005; Yannick Benezeth; Keisuke Nakamura; Randy Gomez; Fan Yang 019 (J. Syst. Archit., 2018)

Emotional State Recognition with Micro-expressions and Pulse Rate Variability. - Reda Belaiche; Rita Meziati Sabour; Cyrille Migniot; Yannick Benezeth; Dominique Ginhac; Keisuke Nakamura; Randy Gomez; Fan Yang 019 (ICIAP (1), 2019)

Learning bag of spatio-temporal features for human interaction recognition. - Khadidja Nour el Houda Slimani; Yannick Benezeth; Feryel Souami (ICMV, 2019)

Probabilistic Signal Quality Metric for Reduced Complexity Unsupervised Remote Photoplethysmography. - Yannick Benezeth; Serge Bobbia; Keisuke Nakamura; Randy Gomez; Julien Dubois (ISMICT, 2019)

Model-based Region of Interest Segmentation for Remote Photoplethysmography. - Peixi Li; Yannick Benezeth; Keisuke Nakamura; Randy Gomez; Fan Yang 019 (VISIGRAPP (4: VISAPP), 2019)

Heart rate estimation using remote photoplethysmography with multi-objective optimization. - Richard Macwan; Yannick Benezeth; Alamin Mansouri (Biomed. Signal Process. Control., 2019)

Unsupervised skin tissue segmentation for remote photoplethysmography. - Serge Bobbia; Richard Macwan; Yannick Benezeth; Alamin Mansouri; Julien Dubois (Pattern Recognit. Lett., 2019)

Long Short-Term Memory Deep-Filter in Remote Photoplethysmography. - Deivid Botina-Monsalve; Yannick Benezeth; Richard Macwan; Paul Pierrart; Federico Parra; Keisuke Nakamura; Randy Gomez; Johel Mitéran (CVPR Workshops, 2020)

An Assessment of Algorithms to Estimate Respiratory Rate from the Remote Photoplethysmogram. - Duncan Luguern; Simon Perche; Yannick Benezeth; Virginie Moser; L. Andrea Dunbar; Fabian Braun; Alia Lemkaddem; Keisuke Nakamura; Randy Gomez; Julien Dubois (CVPR Workshops, 2020)

Remote photoplethysmography combining color channels with SNR maximization for respiratory rate assessment. - Duncan Luguern; Yannick Benezeth; Virginie Moser; L. Andrea Dunbar; Fabian Braun; Alia Lemkaddem; Keisuke Nakamura; Randy Gomez; Julien Dubois (ISMICT, 2020)

Intrinsic RGB and multispectral images recovery by independent quadratic programming. - Alexandre Krebs; Yannick Benezeth; Franck Marzani (PeerJ Comput. Sci., 2020)

Video-Based Pulse Rate Variability Measurement Using Periodic Variance Maximization and Adaptive Two-Window Peak Detection. - Peixi Li; Yannick Benezeth; Richard Macwan; Keisuke Nakamura; Randy Gomez; Chao Li 005; Fan Yang 019 (Sensors, 2020)

Intrinsic image decomposition as two independent deconvolution problems. - Alexandre Krebs; Yannick Benezeth; Franck Marzani (Signal Process. Image Commun., 2020)

Iterative Boundaries Implicit Identification for Superpixels Segmentation: A Real-Time Approach. - Serge Bobbia; Richard Macwan; Yannick Benezeth; Keisuke Nakamura; Randy Gomez; Julien Dubois (IEEE Access, 2021)

Wavelet Variance Maximization: A contactless respiration rate estimation method based on remote photoplethysmography. - Duncan Luguern; Richard Macwan; Yannick Benezeth; Virginie Moser; L. Andrea Dunbar; Fabian Braun; Alia Lemkaddem; Julien Dubois (Biomed. Signal Process. Control., 2021)

Generalized Eigenvalue Decomposition Applied to Estimation of Spatial rPPG Distribution of Skin. - Richard Macwan; Yannick Benezeth; Alamin Mansouri (J. Math. Imaging Vis., 2021)

UBFC-Phys. - Rita Meziati Sabour; Yannick Benezeth; Pierre De Oliveira; Julien Chappé; Fan Yang 019 (IEEE DataPort, 2021)

Class-aware data augmentation by GAN specialisation to improve endoscopic images classification. - Cyprien Plateau-Holleville; Yannick Benezeth (BHI, 2022)

RTrPPG: An Ultra Light 3DCNN for Real-Time Remote Photoplethysmography. - Deivid Botina-Monsalve; Yannick Benezeth; Johel Mitéran (CVPR Workshops, 2022)

Gated Recurrent Unit-Based RNN for Remote Photoplethysmography Signal Segmentation. - Rita Meziati Sabour; Yannick Benezeth (CVPR Workshops, 2022)

Personalization of AI Models Based on Federated Learning for Driver Stress Monitoring. - Houda Rafi; Yannick Benezeth; Philippe Reynaud; Emmanuel Arnoux; Fan Yang 019; Cédric Demonceaux (ECCV Workshops (6), 2022)

Development and Cross-Cultural Evaluation of a Scoring Algorithm for the Biometric Attachment Test: Overcoming the Challenges of Multimodal Fusion with "Small Data". - Federico Parra; Stefan Scherer; Yannick Benezeth; Plamena Tsvetanova; Susana Tereno (IEEE Trans. Affect. Comput., 2022)

UBFC-Phys: A Multimodal Database For Psychophysiological Studies of Social Stress. - Rita Meziati Sabour; Yannick Benezeth; Pierre De Oliveira; Julien Chappé; Fan Yang 019 (IEEE Trans. Affect. Comput., 2023)

Video-based heart rate estimation from challenging scenarios using synthetic video generation. - Yannick Benezeth; Deepak Krishnamoorthy; Deivid Botina-Monsalve; Keisuke Nakamura; Randy Gomez; Johel Mitéran (Biomed. Signal Process. Control., 2024)

Deep learning contour-based method for semi-automatic annotation of manufactured objects in electron microscopy images. - Isaac Wilfried Sanou; Julien Baderot; Stéphanie Bricq; Yannick Benezeth; Franck Marzani; Sergio Martinez; Johann Foucher (J. Electronic Imaging, 2024)

Tree-Based Personalized Clustered Federated Learning: A Driver Stress Monitoring Through Physiological Data Case Study. - Houda Rafi; Yannick Benezeth; Fan Yang 019; Philippe Reynaud; Emmanuel Arnoux; Cédric Demonceaux (IEEE Internet Things J., 2025)