69 search results - page 2 / 14 » Dictionary learning of convolved signals |
ICML
2010
IEEE
13 years 5 months ago
2010
IEEE
We develop an efficient learning framework to construct signal dictionaries for sparse representation by selecting the dictionary columns from multiple candidate bases. By sparse,...
ICASSP
2009
IEEE
13 years 11 months ago
2009
IEEE
PAMI
2012
11 years 7 months ago
2012
—Modeling data with linear combinations of a few elements from a learned dictionary has been the focus of much recent research in machine learning, neuroscience, and signal proce...
ICASSP
2009
IEEE
13 years 11 months ago
2009
IEEE
ICASSP
2011
IEEE
12 years 8 months ago
2011
IEEE
The recently presented recursive least squares dictionary learning algorithm (RLS-DLA) is tested in a general image compression application. Dictionaries are learned in the pixel ...