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A unofficial implementation of paper method that 'Bidirectional Recurrent Convolutional Networks for Multi-Frame Super-Resolution'

Python 65.18% MATLAB 34.82%

brcn's Introduction

BRCN

This repository contains the code based on Theano for the paper:

"Bidirectional Recurrent Convolutional Networks for Multi-Frame Super-Resolution." Huang, Yan and Wang, Wei and Wang, Liang Advances in Neural Information Processing Systems 28. http://papers.nips.cc/paper/5778-bidirectional-recurrent-convolutional-networks-for-multi-frame-super-resolution.pdf


video mentioned by original paper is in ./videos, dataset is generated as (.mat) form by using the matlab code(src/yuv2png.m and 'src/process_data.m').

The code is used for owner private experiment, which the result lower performance than its mentioned in original paper, as a reference.

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