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 | 381 | 2014 |
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 | 112 | 2021 |
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 | 97 | 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 | 66 | 2017 |
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 | 27 | 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 | 25 | 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 | 24 | 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 | 19 | 2019 |
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 | 18 | 2020 |
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 | 16 | 2023 |
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 | 13 | 2022 |
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 | 13 | 2022 |
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 | 12 | 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, M Le Goff-Pronost, ... BioMed Research International 2022 (1), 5667223, 2022 | 11 | 2022 |
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 | 10 | 2022 |
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 | 9 | 2023 |
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 | 8 | 2022 |
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 | 7 | 2023 |
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 | 7 | 2022 |