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Maxime Devanne
Maxime Devanne
Associate Professor of Computer Science, Université de Haute Alsace
Geverifieerd e-mailadres voor uha.fr - Homepage
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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
3882014
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
1012021
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
982013
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
662017
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
272016
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
252015
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
242018
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
192019
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
182020
Multi-level motion analysis for physical exercises assessment in kinaesthetic rehabilitation
M Devanne
2017 IEEE-RAS 17th International Conference on Humanoid Robotics (Humanoids …, 2017
17*2017
An approach to multiple comparison benchmark evaluations that is stable under manipulation of the comparate set
A Ismail-Fawaz, A Dempster, CW Tan, M Herrmann, L Miller, DF Schmidt, ...
arXiv preprint arXiv:2305.11921, 2023
142023
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
132022
Deep learning for time series classification using new hand-crafted convolution filters
A Ismail-Fawaz, M Devanne, J Weber, G Forestier
2022 IEEE International Conference on Big Data (Big Data), 972-981, 2022
122022
Weakly Supervised Learning using Attention gates for colon cancer histopathological image segmentation
AB Hamida, M Devanne, J Weber, C Truntzer, V Derangère, F Ghiringhelli, ...
Artificial Intelligence in Medicine 133, 102407, 2022
122022
Smooth perturbations for time series adversarial attacks
G Pialla, HI Fawaz, M Devanne, J Weber, L Idoumghar, PA Muller, ...
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 485-496, 2022
102022
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, M Le Goff-Pronost, ...
BioMed Research International 2022 (1), 5667223, 2022
102022
Enhancing time series classification with self-supervised learning
A Ismail-Fawaz, M Devanne, J Weber, G Forestier
International Conference on Agents and Artificial Intelligence (ICAART), 40-47, 2023
92023
Data augmentation for time series classification with deep learning models
G Pialla, M Devanne, J Weber, L Idoumghar, G Forestier
International Workshop on Advanced Analytics and Learning on Temporal Data …, 2022
82022
Lite: Light inception with boosting techniques for time series classification
A Ismail-Fawaz, M Devanne, S Berretti, J Weber, G Forestier
2023 IEEE 10th International Conference on Data Science and Advanced …, 2023
72023
Real-time road detection implementation of unet architecture for autonomous driving
DV Giurgi, T Josso-Laurain, M Devanne, JP Lauffenburger
2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop …, 2022
72022
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