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Transductive Regression with Local and Global Consistency for Image Super-Resolution
Transductive Regression Global Consistency
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2013/7/24
In this paper, we propose a novel image super-resolution algorithm, referred to as interpolation based on transductive regression with local and globalconsistency (TRLGC). Our algorithmfirst con...
Contextual Dictionaries for Image Super Resolution
Super resolution sparse representation contextual dictionary KSVD
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2013/7/24
Traditional super resolution (SR) methods based on sparse representation have shown their excellent performance, however, the methods usually perform even worse when the input images and the training ...
Block Adaptive Super Resolution Video Coding
Super-resolution interpolation rate-distortion cost
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2013/7/16
Super resolution technique was first proposed for enhancing the image resolution, and then it was expanded to video sequence for obtaining a higher resolution video from low resolution input. Recently...
LOCALITY PRESERVING CONSTRAINTS FOR SUPER-RESOLUTION WITH NEIGHBOR EMBEDDING
Super-resolution Neighbor embedding Manifold assumption Locality preserving constraints
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2013/7/16
In this paper, we revisit the manifold assumption which has been widely adopted in the learning-based image superresolution. The assumption states that point-pairs from the high-resolution manifold sh...