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...

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Vydané v:	2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) s. 5135 - 5143
Hlavní autori:	Heide, Felix, Heidrich, Wolfgang, Wetzstein, Gordon
Médium:	Konferenčný príspevok.. Journal Article
Jazyk:	English
Vydavateľské údaje:	IEEE 01.06.2015
Predmet:	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
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