Maxime Devanne
Maxime Devanne
Associate Professor of Computer Science, Université de Haute Alsace
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3-d human action recognition by shape analysis of motion trajectories on riemannian manifold
M Devanne, H Wannous, S Berretti, P Pala, M Daoudi, A Del Bimbo
IEEE transactions on cybernetics 45 (7), 1340-1352, 2014
Space-time pose representation for 3D human action recognition
M Devanne, H Wannous, S Berretti, P Pala, M Daoudi, A Del Bimbo
New Trends in Image Analysis and Processing–ICIAP 2013: ICIAP 2013 …, 2013
Motion segment decomposition of RGB-D sequences for human behavior understanding
M Devanne, S Berretti, P Pala, H Wannous, M Daoudi, A Del Bimbo
Pattern Recognition 61, 222-233, 2017
Deep learning for colon cancer histopathological images analysis
AB Hamida, M Devanne, J Weber, C Truntzer, V Derangère, F Ghiringhelli, ...
Computers in Biology and Medicine 136, 104730, 2021
Learning shape variations of motion trajectories for gait analysis
M Devanne, H Wannous, M Daoudi, S Berretti, A Del Bimbo, P Pala
2016 23rd International Conference on Pattern Recognition (ICPR), 895-900, 2016
Combined shape analysis of human poses and motion units for action segmentation and recognition
M Devanne, H Wannous, P Pala, S Berretti, M Daoudi, A Del Bimbo
2015 11th IEEE International Conference and Workshops on Automatic Face and …, 2015
A co-design approach for a rehabilitation robot coach for physical rehabilitation based on the error classification of motion errors
M Devanne, O Rémy-Néris, B Le Gals-Garnett, G Kermarrec, A Thepaut
2018 Second IEEE International Conference on Robotic Computing (IRC), 352-357, 2018
Recognition of activities of daily living via hierarchical long-short term memory networks
M Devanne, P Papadakis
2019 IEEE International Conference on Systems, Man and Cybernetics (SMC …, 2019
Multi-level motion analysis for physical exercises assessment in kinaesthetic rehabilitation
M Devanne
2017 IEEE-RAS 17th International Conference on Humanoid Robotics (Humanoids …, 2017
Time series averaging using multi-tasking autoencoder
T Terefe, M Devanne, J Weber, D Hailemariam, G Forestier
2020 IEEE 32nd International Conference on Tools with Artificial …, 2020
Novel generative model for facial expressions based on statistical shape analysis of landmarks trajectories
PA Desrosiers, M Daoudi, M Devanne
2016 23rd International Conference on Pattern Recognition (ICPR), 961-966, 2016
3d human behavior understanding by shape analysis of human motion and pose
M Devanne
Université Lille 1-Sciences et Technologies, 2015
Smooth perturbations for time series adversarial attacks
G Pialla, HI Fawaz, M Devanne, J Weber, L Idoumghar, PA Muller, ...
Advances in Knowledge Discovery and Data Mining: 26th Pacific-Asia …, 2022
Generating shared latent variables for robots to imitate human movements and understand their physical limitations
M Devanne, M Sao Nguyen
Proceedings of the European Conference on Computer Vision (ECCV) Workshops, 0-0, 2018
Data augmentation for time series classification with deep learning models
G Pialla, M Devanne, J Weber, L Idoumghar, G Forestier
Advanced Analytics and Learning on Temporal Data: 7th ECML PKDD Workshop …, 2023
Change detection on JATS academic articles: an XML diff comparison study
M Cuculovic, F Fondement, M Devanne, J Weber, M Hassenforder
Proceedings of the ACM Symposium on Document Engineering 2020, 1-10, 2020
A study of knowledge distillation in fully convolutional network for time series classification
E Ay, M Devanne, J Weber, G Forestier
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
Technical Feasibility of Supervision of Stretching Exercises by a Humanoid Robot Coach for Chronic Low Back Pain: The R-COOL Randomized Trial
A Blanchard, SM Nguyen, M Devanne, M Simonnet, L Goff-Pronost, ...
BioMed Research International 2022, 2022
Deep Learning For Time Series Classification Using New Hand-Crafted Convolution Filters
A Ismail-Fawaz, M Devanne, J Weber, G Forestier
Reconnaissance d’actions humaines 3D par l’analyse de forme des trajectoires de mouvement.
M Devanne, H Wannous, S Berretti, P Pala, M Daoudi, A Del Bimbo
Compression et Représentation des Signaux Audiovisuels (CORESA), 2014
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