Convolutional Sparse Coding for Image Super-Resolution

Most of the previous sparse coding (SC) based super resolution (SR) methods partition the image into overlapped patches, and process each patch separately. These methods, however, ignore the consistency of pixels in overlapped patches, which is a strong constraint for image reconstruction. In this p...

Full description

Bibliographic Details

Published in:	Proceedings / IEEE International Conference on Computer Vision pp. 1823 - 1831
Main Authors:	Gu, Shuhang, Zuo, Wangmeng, Xie, Qi, Meng, Deyu, Feng, Xiangchu, Zhang, Lei
Format:	Conference Proceeding Journal Article
Language:	English
Published:	IEEE 01.12.2015
Subjects:	Algorithms Coding Computer vision Consistency Convolution Convolutional codes Dictionaries Encoding Feature maps Image coding Image reconstruction Image resolution Surface layer Texture
ISSN:	2380-7504
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!