Publications
2024
OPERATOR SPLITTING SCHEMES THROUGH A REGULARIZATION APPROACH Journal Article
In: Communications in Optimization Theory, 2024.
In: Journal of Investigative Dermatology, 2024.
About DC and split composite minimization problems Journal Article
In: Optimization Eruditorum, 2024.
About the subgradient method for equilibrium problems Journal Article
In: Mathematics , 2024.
2023
Facial Expression Recognition Using Light Field Cameras: A Comparative Study of Deep Learning Architectures Proceedings Article
In: 2023 IEEE International Conference on Image Processing (ICIP 2023), pp. 3324-3328, IEEE, Kuala Lumpur, Malaysia, 2023.
Enhancing Anomaly Detection in~Melanoma Diagnosis Through Self-Supervised Training and~Lesion Comparison Proceedings Article
In: Machine Learning in Medical Imaging, pp. 155-163, Springer Nature Switzerland, Vancouver, BC, Canada, 2023.
ConText-GAN: using contextual texture information for realistic and controllable medical image synthesis* Proceedings Article
In: 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI), IEEE EMBS IEEE, Pittsburgh, United States, 2023.
On an Extension of a Spare Regularization Model Journal Article
In: Mathematics , vol. 11, no. 20, pp. 4285, 2023.
Étude comparative de réseaux de neurones pour la reconnaissance des émotions avec les images plénoptiques Proceedings Article
In: Colloque GRETSI - Traitement du Signal et des Images, Grenoble (38000), France, 2023.
Étude comparative de réseaux de neurones pour la reconnaissance des émotions avec les images plénoptiques Proceedings Article
In: Colloque GRETSI-Traitement du Signal et des Images 2023, Grenoble, France, 2023.
Context-Gan: Controllable Context Image Generation Using Gans Proceedings Article
In: 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), IEEE, Cartagena, Colombia, 2023.
In: Journal of Magnetic Resonance Imaging, 2023.
A slight look on a new fixed-point problem Journal Article
In: Optimization, 2023.
A Regularization of DC Optimization. Journal Article
In: Pure and Applied Functional Analysis, vol. 8, no. 3, pp. 847-854, 2023.
Proximal Linear Methods for DC CompositeMinimization Problems Journal Article
In: Journal of Applied and Numerical Optimization, vol. 5, no. 3, pp. 391-398, 2023.
Four-dimensional reconstruction and characterization of bladder deformations Journal Article
In: Computer Methods and Programs in Biomedicine, vol. 237, pp. 107569, 2023.
Encoding the Latent Posterior of Bayesian Neural Networks for Uncertainty Quantification Journal Article
In: IEEE Transactions on Pattern Analysis and Machine Intelligence, pp. 1-13, 2023.
2022
Rethinking decoupled training with bag of tricks for long-tailed recognition Proceedings Article
In: 2022 Digital Image Computing: Techniques and Applications (DICTA), Sydney, Australia, 2022.
Latent Discriminant deterministic Uncertainty Proceedings Article
In: European Conference on Computer Vision (ECCV 2022), Tel Aviv,, Israel, 2022.
End-to-End Decoupled Training: A Robust Deep Learning Method for Long-Tailed Classification of Dermoscopic Images for Skin Lesion Classification Journal Article
In: Electronics, vol. 11, no. 20, pp. 3275, 2022.
HMLoss: Une fonction de coût robuste au déséquilibre des classes Miscellaneous
28ème Colloque Francophone de Traitement du Signal et des Images, 2022, (Poster).
Three-dimensional reconstruction and characterization of bladder deformations Miscellaneous
International Society for Magnetic Resonance in Medicine (ISMRM), 2022, (Poster).
Characterization of surface motion patterns in highly deformable soft tissue organs from dynamic MRI: An application to assess 4D bladder motion Journal Article
In: Computer Methods and Programs in Biomedicine, vol. 218, pp. 106708, 2022.
International Society for Magnetic Resonance in Medicine (ISMRM), 2022, (Poster).
Integrating EGI Check-in the Virtual Imaging Platform Proceedings Article
In: International Symposium On Grids & Clouds (ISGC) 2022, En ligne, France, 2022.
Computer Aided Diagnosis of Melanoma Using Deep Neural Networks and Game Theory: Application on Dermoscopic Images of Skin Lesions Journal Article
In: International Journal of Molecular Sciences, vol. 23, no. 22, pp. 13838, 2022.
One Versus all for deep Neural Network Incertitude (OVNNI) quantification Journal Article
In: IEEE Access, 2022.
Copositivity Meets D.C. Optimization Journal Article
In: Journal of Dynamics and Games, vol. 9, no. 1, pp. 27, 2022.
2021
In: Annales de Dermatologie et de Vénéréologie - FMC, vol. 1, no. 8, pp. A135, 2021.
Fonction de perte basée sur les contours pour la segmentation d'IRM de vessie par apprentissage profond Miscellaneous
5ème congrès scientifique de la Société Francaise de Résonance Magnétique en Biologie et Médecine (SFRMBM), 2021, (Poster).
Reconstruction et caractérisation 3D des déformations de la vessie Miscellaneous
5ème Congrès de la Société Française de Résonance Magnétique en Biologie et Médecine (SFRMBM), 2021, (Poster).
Combining loss functions for deep learning bladder segmentation on dynamic MRI Proceedings
IEEE, 2021.
Ensemble Method of Convolutional Neural Networks with Directed Acyclic Graph Using Dermoscopic Images: Melanoma Detection Application Journal Article
In: Sensors, vol. 21, no. 12, pp. 3999, 2021.
A semi-alternating algorithm for solving nonconvex split equality problems Journal Article
In: Numerical Functional Analysis and Optimization, vol. 42, no. 15, pp. 1747-1756, 2021.
Assessment of in vivo bone microarchitecture changes in an anti-TNFα treated psoriatic arthritic patient Journal Article
In: PLoS ONE, vol. 16, no. 5, pp. e0251788, 2021.
Towards Designing a Li-Fi-Based Indoor Positioning and Navigation System in an IoT Context Book Section
In: Advances in Intelligent Systems and Computing, pp. 266-277, 2021.
Transformation of Smart Text Processing: Emoji Classification for Arabic and Turkish Languages Book Section
In: Innovations in Smart Cities Applications Volume 4, vol. 183, pp. 1503-1517, Springer International Publishing, 2021.
Overview of MR Image Segmentation Strategies in Neuromuscular Disorders Journal Article
In: Frontiers in Neurology, vol. 12, pp. 625308, 2021.
Impaired aerobic capacity and premature fatigue preceding muscle weakness in the skeletal muscle Tfam KO mouse model Journal Article
In: Disease Models & Mechanisms, vol. 14, no. 9, 2021.
Byrne's extended CQ-algorithms in the light of Moreau-Yosida regularization Journal Article
In: Applied Set-Valued Analysis and Optimization, vol. 3, no. 1, pp. 1-6, 2021.
2020
In: Annales de Dermatologie et de Vénéréologie, vol. 147, no. 12, pp. A82, 2020.
Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification Proceedings Article
In: NeurIPS workshop on Bayesian Deep Learning, Vancouver, Canada, 2020.
A Hybrid Indoor Localization Framework in an IoT Ecosystem Proceedings Article
In: the 6th international Conference on Wireless Technologies, Embedded, and intelligent Systems, Fez, Morocco, 2020.
Graph Matching Applied For Textured Pattern Recognition Proceedings Article
In: 2020 IEEE International Conference on Image Processing (ICIP), pp. 1451-1455, IEEE, Abu Dhabi, France, 2020.
A Hybrid Indoor Localization Framework in an IoT Ecosystem Proceedings Article
In: WITS 2020, Springer, FEZ, Morocco, 2020.
Muscular fat infiltration in FSHD starts with a ‘‘fat burst'' near the distal tendon and advances towards the proximal tendon Miscellaneous
The 37th Annual Scientific Meeting of European Society for Magnetic Resonance in Medicine and Biology (ESMRMB), 2020, (Poster).
Efficient Integrated Circuits Characterization Through Computer Vision Assistance Proceedings Article
In: 2020 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), pp. 1247-1250, IEEE, Vienna, France, 2020.
Muscular fat infiltration in FSHD starts with a ``fat burst'' near the distal tendon and advances towards the proximal tendon Miscellaneous
International Society for Magnetic Resonance in Medicine (ISMRM), 2020, (Poster).
In vivo characterization of healthy human skin with a novel, non-invasive imaging technique: line-field confocal optical coherence tomography Journal Article
In: Journal of the European Academy of Dermatology and Venereology, vol. 34, no. 12, pp. 2914-2921, 2020.
TRADI: Tracking deep neural network weight distributions Proceedings Article
In: 16th European Conference on Computer Vision. ECCV 2020, Online Event, France, 2020.
Quantitative assessment of sciatic nerve changes in CMT1A patients using magnetic resonance neurography Journal Article
In: European Journal of Neurology, vol. 27, no. 8, pp. 1382-1389, 2020.
Fat fraction distribution in lower limb muscles of patients with CMT1A : A quantitative MRI study Journal Article
In: Neurology, 2020.
Regularization projection method for solving bilevel variational inequality problem Journal Article
In: Optimization Letters, vol. 15, no. 1, pp. 205-229, 2020.
Tracking hundreds of people in densely crowded scenes with particle filtering supervising deep convolutional neural networks Proceedings Article
In: IEEE International Conference on Image Processing (ICIP), Abu Dhabi, Unknown Region, 2020.
An Improved Vision-Based Indoor Positioning Method Journal Article
In: IEEE Access, vol. 8, pp. 26941-26949, 2020.
Supervised segmentation framework for evaluation of diffusion tensor imaging indices in skeletal muscle Journal Article
In: NMR in Biomedicine, 2020.
Fat fraction distribution in lower limb muscles of patients with CMT1A Journal Article
In: Neurology, vol. 94, no. 14, pp. e1480-e1487, 2020.
From Progressive Decoupling of Linkages in Variational inequalities to Fixed-point problems Journal Article
In: Applied Set-Valued Analysis and Optimization, vol. 2, no. 2, pp. 159-173, 2020.
A three-operator splitting algorithm for null-point problems Journal Article
In: Fixed Point Theory, vol. 21, no. 2, pp. 685-692, 2020.
2019
TRADI: Tracking deep neural network weight distributions Technical Report
Telecom Paristech ; LTCI - Laboratoire Traitement et Communication de l'Information [Paris] 2019.
Muscle alterations induced by electrostimulation are lower at short quadriceps femoris length Journal Article
In: European Journal of Applied Physiology, vol. 120, pp. 325 - 335, 2019.
In vivo characterization of skeletal muscle function in nebulin-deficient mice Journal Article
In: Muscle & Nerve, vol. 61, pp. 416 - 424, 2019.
A novel segmentation framework dedicated to the follow-up of fat infiltration in individual muscles of patients with neuromuscular disorders Journal Article
In: Magnetic Resonance in Medicine, vol. 83, no. 5, pp. pp.1825-1836, 2019.
Areas of muscle tissue alteration can differ from activated regions during electrically-induced isometric contractions Miscellaneous
MYO-MRI, Imaging in Neuromuscular Disease, 2019, (Poster).
Neurographie IRM quantitative de patients atteints d'une neuropathie de Charcot-Marie-Tooth de type 1A Miscellaneous
17es Journées de la Société Française de Myologie (JSFM), 2019, (Poster).
Fat fraction distribution in lower limb muscles of CMT1A patients: a quantitative MRI study Miscellaneous
MYO-MRI, Imaging in Neuromuscular Disease, 2019, (Poster).
FMPOD: A Novel Focus Metric Based on Polynomial Decomposition for Infrared Microscopy Journal Article
In: IEEE Photonics Journal, vol. 11, no. 5, pp. 1-17, 2019.
Crowd Behavior Characterization for Scene Tracking Proceedings Article
In: 2019 16th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), pp. 1-8, IEEE, Taipei, Taiwan, 2019.
Suivi dynamique 3D des organes pelviens - résultats préliminaires Miscellaneous
GRETSI, 2019, (Poster).
Apprentissage profond pour l'aide au diagnostic du mélanome à partir d'exemple Technical Report
Université de Haute-Alsace 2019.
Spatial difference can occur between activated and damaged muscle areas following electrically-induced isometric contractions Journal Article
In: The Journal of Physiology, vol. 597, no. 16, pp. 4227-4236, 2019.
Ontology-based Web tools for retrieving photogrammetric cultural heritage models Journal Article
In: ISPRS International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. XLII-2/W10, no. XLII-2/W10, pp. 31 - 38, 2019.
Ultrahigh-Field Multimodal MRI Assessment of Muscle Damage Journal Article
In: Journal of Magnetic Resonance Imaging, vol. 49, no. 3, pp. 904-906, 2019.
Dynamic pose-robust facial expression recognition by multi-view pairwise conditional random forests Journal Article
In: IEEE Transactions on Affective Computing, vol. 10, no. 2, 2019.
Automatic detection of stereotyped movements in autistic children using the Kinect sensor Journal Article
In: International Journal of Biomedical Engineering and Technology (IJBET), vol. 29, no. 3, pp. 201, 2019.
People tracking in multi-camera systems: a review Journal Article
In: Multimedia Tools and Applications, 2019.
3D Dynamic MRI for Pelvis Observation - a First Step Proceedings
IEEE, 2019.
Convergence of the forward-backward method for split null-point problems beyond co-coerciveness Journal Article
In: Journal of Nonlinear and Convex Analysis, vol. 20, no. 8, pp. 1647-1672, 2019.
About Proximal type Methods for a Class of Nonmonotone Operators Journal Article
In: Bulletin of the Iranian Mathematical Society, vol. 46, pp. 115-125, 2019.
Frank-Wolfe algorithm from optimization to equilibrium problems Journal Article
In: Journal of Nonlinear and Convex Analysis, vol. 20, no. 11, pp. 2335-3345, 2019.
2018
16es Journées de la Société Française de Myologie (JSFM), 2018, (Poster).
International Society for Magnetic Resonance in Medicine (ISMRM), 2018, (Poster).
JEMImE: A Serious Game to Teach Children with ASD How to Adequately Produce Facial Expressions Proceedings Article
In: 2018 13th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2018), pp. 723-730, IEEE, Xi'an, France, 2018.
Confidence-Weighted Local Expression Predictions for Occlusion Handling in Expression Recognition and Action Unit detection Journal Article
In: International Journal of Computer Vision, vol. 126, pp. 255–271, 2018.
Distinguish self- and hetero-perceived stress through behavioral imaging and physiological features Journal Article
In: Progress in Neuro-Psychopharmacology and Biological Psychiatry, vol. 82, pp. 107-114, 2018.
Time-series averaging using constrained dynamic time warping with tolerance Journal Article
In: Pattern Recognition, vol. 74, pp. 77-89, 2018.
Modeling the synchrony between interacting people: application to role recognition Journal Article
In: Multimedia Tools and Applications, vol. 77, no. 1, pp. 503-518, 2018.
People Counting based on Kinect Depth Data Proceedings Article
In: 7th International Conference on Pattern Recognition Applications and Methods, pp. 364-370, SCITEPRESS - Science and Technology Publications, Funchal, France, 2018.
Difference of Two Norms-Regularizations for Q-Lasso Journal Article
In: Applied Computing and Informatics, vol. 17, no. 1, pp. 79-89, 2018.
A Reflected Inertial Krasnoselskii-Type Algorithm for Lipschitz Pseudo-contractive Ma pings Journal Article
In: Bulletin of the Iranian Mathematical Society, vol. 44, no. 4, pp. 1109-1115, 2018.
A DC Regularization of Split Minimization Problems Journal Article
In: Applied Analysis and Optimization, vol. 2, no. 2, pp. 285-297, 2018.
l1-l2 regularization of split feasibility problems Journal Article
In: Numerical Algorithms, vol. 78, no. 3, pp. 739-757, 2018.
On the convergence of the forward-backward algorithm for null-point problems Journal Article
In: Journal of Nonlinear and Variational Analysis, vol. 2, no. 3, pp. 263-268, 2018.
2017
Amphora Detection Based on a Gradient Weighted Error in a Convolution Neuronal Network Proceedings Article
In: IMEKO International Conference on Metrology for Archaeology and Cultural Heritage, MetroArchaeo 2017, Lecce, Italy, 2017.
Mine Detection Based on Adaboost and Polynomial Image Decomposition Book Section
In: Lecture Notes in Computer Science, pp. 660-670, 2017.
Automatic evaluation of sports motion: A generic computation of spatial and temporal errors Journal Article
In: Image and Vision Computing, vol. 64, pp. 67-78, 2017.
3D-AD: 3D-autism dataset for repetitive behaviours with kinect sensor Proceedings Article
In: 2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), pp. 1-6, IEEE, Lecce, France, 2017.
People's Re-identification Across Multiple Non-overlapping Cameras by Local Discriminative Patch Matching Book Section
In: Image Analysis and Recognition, vol. 10317, pp. 190-197, Springer International Publishing, 2017.
UNDERWATER PHOTOGRAMMETRY, CODED TARGET AND PLENOPTIC TECHNOLOGY: A SET OF TOOLS FOR MONITORING RED CORAL IN MEDITERRANEAN SEA IN THE FRAMEWORK OF THE ''PERFECT'' PROJECT Proceedings Article
In: 3D Virtual Reconstruction and Visualization of Complex Architectures, pp. 275-282, Nafplio, Greece, 2017.
Multi-output random forests for facial action unit detection Proceedings Article
In: International Conference on Automatic Face and Gesture Recognition (FG 2017), pp. 1-8, Washington, United States, 2017.
A proximal method for equilibrium problems under growth condition Journal Article
In: Afrika Matematika, vol. 28, no. 5-6, pp. 669-676, 2017.
From Implicit Convex Feasibility to Convex Minimization Journal Article
In: Transactions on Mathematical Programming and Applications, vol. 5, no. 1, pp. 60 - 80, 2017.
About Proximal Algorithms for Q-Lasso Journal Article
In: Thai Journal of Mathematics , vol. 15, no. 1, pp. 1-7, 2017.
Extensions of the CQ Algorithm for the Split Feasibility and Split Equality Problems Journal Article
In: Journal of Nonlinear and Convex Analysis, vol. 18, no. 8, pp. 1485-1496, 2017.
A Barycentric Projected-subgradient Algorithm for Equilibrium Problems Journal Article
In: Journal of Nonlinear and Variational Analysis, vol. 1, no. 1, pp. 43-59, 2017.
2016
On leveraging crowdsourced data for automatic perceived stress detection Proceedings Article
In: ICMI 2016 - 18th ACM International Conference on Multimodal Interaction, pp. 113-120, ACM Press, Tokyo, Japan, 2016.
Personality classification and behaviour interpretation: an approach based on feature categories Proceedings Article
In: the 18th ACM International Conference, pp. 225-232, ACM Press, Tokyo, France, 2016.
Purchase behavior analysis through gaze and gesture observation Journal Article
In: Pattern Recognition Letters, vol. 81, pp. 21-29, 2016.
Multi-object segmentation framework using deformable models for medical imaging analysis Journal Article
In: Medical and Biological Engineering and Computing, vol. 54, no. 8, pp. 1181-1192, 2016.
Sharing Data and Image Processing Pipelines: The Information Analysis & Management initiative Proceedings Article
In: OHBM 2016 - 22nd Annual Meeting of the Organization for Human Brain Mapping, Geneve, Switzerland, 2016.
Tracking multiple persons under partial and global occlusions: application to customers behavior analysis Journal Article
In: Pattern Recognition Letters, 2016, (doi:10.1016/j.patrec.2016.04.011).
A survey of datasets for visual tracking Journal Article
In: Machine Vision and Applications, vol. 27, no. 1, pp. 23-52, 2016.
Multimodal stress detection from multiple assessments Journal Article
In: IEEE Transactions on Affective Computing, vol. PP, no. 99, pp. 1 - 1, 2016.
Viscosity methods for some applied nonlinear analysis problems Book Section
In: Fixed-point theory and Graph Theory. Foundations and Integrative Approaches, 2016.
Critical point concepts: a fixed-point approach Journal Article
In: Communications on Applied Nonlinear Analysis, vol. 23, no. 4, pp. 41-47, 2016.
2015
A Hybrid Architecture for Tracking People in Real-Time Using a Video Surveillance Camera : Application for Behavioural Marketing Journal Article
In: Signal & Image Processing : An International Journal, vol. 6, no. 6, pp. 01-11, 2015.
Person-specific behavioural features for automatic stress detection Proceedings Article
In: IEEE Conference on Automatic Face and Gesture Recognition, Ljubljana, Slovenia, 2015.
A new Approach of the Parallel sum: properties and algorithmic aspects Journal Article
In: Communications on applied nonlinear analysis, vol. 22, no. 2, pp. 46-57, 2015.
2014
Uterus segmentation in dynamic MRI using LBP texture descriptors Proceedings Article
In: SPIE Medical Imaging, pp. 90343W, San Diego, France, 2014.
Computing the resolvent of composite operators Journal Article
In: Cubo, a Mathematical Journal, vol. 16, no. 3, pp. 87-96, 2014.
Towards Automated Video Analysis of Sensorimotor Assessment Data Proceedings Article
In: International Conference on Pattern Recognition Applications and Methods (ICPRAM), pp. 735-740, Angers, France, 2014.
A note on Quasi Split Null-point Feasibility Problems Journal Article
In: Journal of Nonlinear Analysis and Optimization, vol. 5, no. 2, pp. 1-6, 2014.
2013
A Diffeomorphic Mapping Based Characterization of Temporal Sequences: Application to the Pelvic Organ Dynamics Assessment Journal Article
In: Journal of Mathematical Imaging and Vision, vol. 47, no. 1-2, pp. 151-164, 2013.
2010
Particle filtering with fuzzy spatial relations for object tracking Proceedings Article
In: 2nd International Conference on Image Processing Theory Tools and Applications (IPTA'10), pp. 391-396, IEEE, Paris, France, 2010.
Intégration d'informations spatiales floues dans le filtre particulaire : application au suivi de formes Proceedings Article
In: Congrès francophone sur la Reconnaissance des Formes et l'Intelligence Artificielle (RFIA'10), pp. 591-598, Caen, France, 2010.
2008
Underwater cartography for archaeology in the VENUS project Journal Article
In: Geomatica, The Journal of Geospatial Information Science, Technology And Practice, vol. 62, no. 4, pp. 419–428, 2008, (Canadian Institute of Geomatics Special issue on Marine Geomatics).
2007
Université du Sud Toulon Var, 2007.
2003
Adaptive vision system for high velocity tooling machines Proceedings Article
In: Seventh International Symposium on Signal Processing and Its Applications, 2003. Proceedings., pp. 545-548 vol.1, IEEE, Paris, France, 2003.
2001
Diagnostic assistance using oriented vision system for high velocity tooling machines Proceedings Article
In: ETFA 2001. 2001 8th International Conference on Emerging Technologies and Factory Automation., pp. 791-794, IEEE, Antibes-Juan les Pins, France, 2001.