Boris Mailhé
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PhD student
Welcome
Main research interests
- Dictionary learning for sparse signal representation
- Sparse decomposition algorithms for multisensor signals
- Applications to multimedia and medical signals (cardiology)
Publications
Fast orthogonal sparse approximation algorithms over local dictionaries
B. Mailhé, R. Gribonval, P. Vandergheynst, F. Bimbot, Signal Processing, submittedLocally orthogonal greedy pursuits for scalable sparse approximation of large signals with shift-invariant dictionaries
B. Mailhé, S. Lesage, R. Gribonval, P. Vandergheynst, F. Bimbot, ICASSP 2009- Dictionary learning for the sparse modelling of atrial fibrillation in ECG signals
B.Mailhé, M. Lemay, R. Gribonval, P. Vandergheynst, J.-M. Vesin, F. Bimbot, ICASSP 2009 Shift-invariant dictionary learning for sparse representations: extending K-SVD
B. Mailhé, S. Lesage, R. Gribonval, P. Vandergheynst, F. Bimbot, EUSIPCO 2008
Short CV
- 2006-2009: Joint PhD between The METISS project and LTS2 at the Swiss Federal Institute of Technology of Lausanne.
- 2005: Master degree in Computer Science, Rennes 1 University
- 2002-2006: Ecole Normale Supérieure de Cachan, computer science and communication department