Samuel Berlemont
Former LIRIS member since: 2016-09-30
| Quality | PhD student |
| Team(s) | Imagine |
| Institution | Institut National des Sciences Appliquées de Lyon |
| Thesis | Instrumented gestures classification using sensor fusion (click to view details) |
Publications (IdHAL : samuel-berlemont)
Publications LIRIS pour Samuel Berlemont (6)
- 2016 (2)
- Conferences (1)
- International conferences with peer review (1)
- Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner & Christophe Garcia (2016). "Polar Sine Based Siamese Neural Network for Gesture Recognition". International Conference on Artificial Neural Networks, 9 septembre 2016, Barcelona (Spain). doi : 10.1007/978-3-319-44781-0_48. HAL : hal-01369302.
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- HDR, thesis (1)
- Thesis (1)
- Samuel Berlemont (2016). "Automatic non linear metric learning : Application to gesture recognition". doi : 10.70675/8dd1fb9bz9ee9z40e1z97cbze4f5479460d0. HAL : tel-01379579. .
- 2015 (1)
- Conferences (1)
- International conferences with peer review (1)
- Samuel Berlemont, Grégoire Lefebvre, Stefan Duffner & Christophe Garcia (2015). "Siamese Neural Network based Similarity Metric for Inertial Gesture Classification and Rejection". International Conference on Automatic Face and Gesture Recognition, 8 mai 2015, Ljubljana (Slovenia), pp. 1-6. doi : 10.1109/FG.2015.7163112. HAL : hal-01179993. .
- 2014 (2)
- Conferences (1)
- International conferences with peer review (1)
- Stefan Duffner, Samuel Berlemont, Grégoire Lefebvre & Christophe Garcia (2014). "3D gesture classification with convolutional neural networks". International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 9 mai 2014, Florence (Italy), pp. 5432-5436. doi : 10.1109/ICASSP.2014.6854641. HAL : hal-01180542. .
- Book edition (books, chapters, seminars, congress, special numbers) (1)
- Gregoire Lefebvre, Samuel Berlemont, Franck Mamalet & Christophe Garcia (2014). "Inertial Gesture Recognition with BLSTM-RNN". Artificial Neural Networks, Springer, Springer International Publishing, pp. 393-410. doi : 10.1007/978-3-319-09903-3_19. HAL : hal-01313174.
- 2013 (1)
- Conferences (1)
- International conferences with peer review (1)
- Grégoire Lefebvre, Samuel Berlemont, Franck Mamalet & Christophe Garcia (2013). "BLSTM-RNN based 3D Gesture Classification". Artificial Neural Networks and Machine Learning, ICANN 2013, 23rd International Conference on Artificial Neural Networks, 13 septembre 2013, Sofia (Bulgaria). HAL : hal-01224806. .