This is a reimplementation of SCN-SR (original) in Matlab. And I forked the original code of [1] in "python_iccv".

Demo_SR : a simple demo.

Demo_SR_Conv: another simple demo implemented all by convolution operations. Convolution operations can help you to understand the network structure in [1].

Matlab

MatConvNet for Demo_SR_Conv.

I implemented the training code by caffe, and I will share it on github after finishing my test !

Please cite [1] if you use this code in your work, thank you!

• [1] Zhaowen Wang, Ding Liu, Wei Han, Jianchao Yang and Thomas S. Huang, Deep Networks for Image Super-Resolution with Sparse Prior. International Conference on Computer Vision (ICCV), 2015 (accepted)