Concepedia

Sylvain Lesage

SL

Statistics

Publications

5

Citations

474

H-Index

5

Active since

2006

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

Institut de Recherche en Informatique et Systèmes Aléatoires

Institut national de recherche en sciences et technologies du numérique

Centre Inria de l'Université de Rennes

Sylvain Lesage is an author at École Polytechnique Fédérale de Lausanne specializing in computing, computer science, and dimensionality reduction.

Publications per year

2006–2008

5

Publications

5

A survey of Sparse Component Analysis for blind source separation: principles, perspectives, and new challenges

Rémi Gribonval, Sylvain Lesage · HAL (Le Centre pour la Communication Scientifique Directe) · 2006 · 163 citations · Full text

Computing, Computer Science, Machine Learning +10

Learning Unions of Orthonormal Bases with Thresholded Singular Value Decomposition

Sylvain Lesage, Rémi Gribonval, Frédéric Bimbot et al. · 2006 · 127 citations · Full text

Computing, Computer Science, Computer Vision +16

Shift-Invariant Dictionary Learning For Sparse Representations: Extending K-Svd

Frédéric Bimbot, Rémi Gribonval, Sylvain Lesage et al. · Zenodo (CERN European Organization for Nuclear Research) · 2008 · 84 citations · Full text

Computing, Computer Science, Data Mining +16

Learning Multimodal Dictionaries

Gianluca Monaci, Philippe Jost, Pierre Vandergheynst et al. · IEEE Transactions on Image Processing · 2007 · 52 citations · Full text

Computing, Computer Science, Computer Vision +15

MoTIF: An Efficient Algorithm for Learning Translation Invariant Dictionaries

Philippe Jost, Pierre Vandergheynst, Sylvain Lesage et al. · 2006 · 48 citations · Full text

Computing, Computer Science, Data Mining +16

1–5 of 5