Grégoire Lefebvre
Grégoire Lefebvre
Orange Labs Researcher
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BLSTM-RNN based 3D gesture classification
G Lefebvre, S Berlemont, F Mamalet, C Garcia
Artificial Neural Networks and Machine Learning–ICANN 2013: 23rd …, 2013
3D gesture classification with convolutional neural networks
S Duffner, S Berlemont, G Lefebvre, C Garcia
2014 IEEE international conference on acoustics, speech and signal …, 2014
A dataset of routine daily activities in an instrumented home
J Cumin, G Lefebvre, F Ramparany, JL Crowley
Ubiquitous Computing and Ambient Intelligence: 11th International Conference …, 2017
Class-balanced siamese neural networks
S Berlemont, G Lefebvre, S Duffner, C Garcia
Neurocomputing 273, 47-56, 2018
Siamese neural network based similarity metric for inertial gesture classification and rejection
S Berlemont, G Lefebvre, S Duffner, C Garcia
2015 11th IEEE International Conference and Workshops on Automatic Face and …, 2015
Inertial gesture recognition with blstm-rnn
G Lefebvre, S Berlemont, F Mamalet, C Garcia
Artificial Neural Networks: Methods and Applications in Bio …, 2015
Transformer-based self-supervised learning for emotion recognition
J Vazquez-Rodriguez, G Lefebvre, J Cumin, JL Crowley
2022 26th International Conference on Pattern Recognition (ICPR), 2605-2612, 2022
Gesture based interaction for visually-impaired people
S Vidal, G Lefebvre
Proceedings of the 6th Nordic Conference on Human-Computer Interaction …, 2010
A cascade of unsupervised and supervised neural networks for natural image classification
J Ros, C Laurent, G Lefebvre
Image and Video Retrieval: 5th International Conference, CIVR 2006, Tempe …, 2006
Improved CNN-based magnetic indoor positioning system using attention mechanism
M Abid, P Compagnon, G Lefebvre
2021 International Conference on Indoor Positioning and Indoor Navigation …, 2021
Human activity recognition using place-based decision fusion in smart homes
J Cumin, G Lefebvre, F Ramparany, JL Crowley
International and Interdisciplinary Conference on Modeling and Using Context …, 2017
A probabilistic self-organizing map for facial recognition
G Lefebvre, C Garcia
2008 19th International Conference on Pattern Recognition, 1-4, 2008
Fast-learning adaptive-subspace self-organizing map: An application to saliency-based invariant image feature construction
H Zheng, G Lefebvre, C Laurent
IEEE Transactions on Neural Networks 19 (5), 746-757, 2008
Supervised image classification by SOM activity map comparison
G Lefebvre, C Laurent, J Ros, C Garcia
18th International Conference on Pattern Recognition (ICPR'06) 2, 728-731, 2006
Method for recognizing handwriting on a physical surface
G Lefebvre
US Patent 10,126,825, 2018
Learning a bag of features based nonlinear metric for facial similarity
G Lefebvre, C Garcia
2013 10th IEEE International Conference on Advanced Video and Signal Based …, 2013
Wearables and social signal processing for smarter public presentations
A Mihoub, G Lefebvre
ACM Transactions on Interactive Intelligent Systems (TiiS) 9 (2-3), 1-24, 2019
Improving indoor geomagnetic field fingerprinting using recurrence plot-based convolutional neural networks
M Abid, G Lefebvre
Journal of Location Based Services 15 (1), 61-87, 2021
Inferring availability for communication in smart homes using context
J Cumin, F Ramparany, JL Crowley
2018 IEEE International Conference on Pervasive Computing and Communications …, 2018
Social intelligence modeling using wearable devices
A Mihoub, G Lefebvre
Proceedings of the 22nd International Conference on Intelligent User …, 2017
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