Image Super-Resolution Using Deep Convolutional Networks.

Dong, Chao; Change Loy, Chen; He, Kaiming; Tang, Xiaoou

doi:10.1109/tpami.2015.2439281

Public

Image Super-Resolution Using Deep Convolutional Networks.

Published in IEEE transactions on pattern analysis and machine intelligence • Feb 1, 2016

NobleIDark:/48914/w1/20260526/F0A7F70FRecord on NobleID

Authors:

Chao Dong

,

Chen Change Loy

,

Kaiming He

Abstract

We propose a deep learning method for single image super-resolution (SR). Our method directly learns an end-to-end mapping between the low/high-resolution images. The mapping is represented as a deep convolutional neural network (CNN) that takes the low-resolution image as the input and outputs the ...

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