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...

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Veröffentlicht in:	Proceedings / IEEE International Conference on Computer Vision S. 1823 - 1831
Hauptverfasser:	Gu, Shuhang, Zuo, Wangmeng, Xie, Qi, Meng, Deyu, Feng, Xiangchu, Zhang, Lei
Format:	Tagungsbericht Journal Article
Sprache:	Englisch
Veröffentlicht:	IEEE 01.12.2015
Schlagworte:	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-Zugang:	Volltext
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