Fast Convolutional Sparse Coding

Sparse coding has become an increasingly popular method in learning and vision for a variety of classification, reconstruction and coding tasks. The canonical approach intrinsically assumes independence between observations during learning. For many natural signals however, sparse coding is applied...

Full description

Bibliographic Details

Published in:	2013 IEEE Conference on Computer Vision and Pattern Recognition pp. 391 - 398
Main Authors:	Bristow, Hilton, Eriksson, Anders, Lucey, Simon
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.06.2013
Subjects:	ADMM Convergence Convolution Convolutional codes deep learning Encoding Equations fourier Signal processing algorithms sparse coding Vectors
ISSN:	1063-6919, 1063-6919
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!