Seven Ways to Improve Example-Based Single Image Super Resolution

In this paper we present seven techniques that everybody should know to improve example-based single image super resolution (SR): 1) augmentation of data, 2) use of large dictionaries with efficient search structures, 3) cascading, 4) image self-similarities, 5) back projection refinement, 6) enhanc...

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Bibliographic Details

Published in:	2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR) pp. 1865 - 1873
Main Authors:	Timofte, Radu, Rothe, Rasmus, Van Gool, Luc
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.06.2016
Subjects:	Dictionaries Encoding Image reconstruction Image resolution Testing Training
ISSN:	1063-6919
Online Access:	Get full text
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