Fast and flexible convolutional sparse coding

Convolutional sparse coding (CSC) has become an increasingly important tool in machine learning and computer vision. Image features can be learned and subsequently used for classification and reconstruction tasks. As opposed to patch-based methods, convolutional sparse coding operates on whole image...

Full description

Bibliographic Details

Published in:	2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) pp. 5135 - 5143
Main Authors:	Heide, Felix, Heidrich, Wolfgang, Wetzstein, Gordon
Format:	Conference Proceeding Journal Article
Language:	English
Published:	IEEE 01.06.2015
Subjects:	Classification Coding Computer vision Conferences Convergence Convolution Convolutional codes Encoding Image reconstruction Learning Linear systems Optimization Pattern recognition Reconstruction Tasks
ISSN:	1063-6919, 1063-6919
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!