cindydeng1991 / Deep-Coupled-ISTA-Network

Implementation of Paper Deep Coupled ISTA Network for Multi-modal Image Super-Resolution

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Deep-Coupled-ISTA-Network

Implementation of Paper Deep Coupled ISTA Network for Multi-modal Image Super-Resolution

The KSVD software is from the paper: Aharon, Michal, Michael Elad, and Alfred Bruckstein. "K-SVD: An algorithm for designing overcomplete dictionaries for sparse representation." IEEE Transactions on signal processing,2006.

The trained model for 4X, 8X, and 16X RGB guided depth image SR can be downloaded from the following link: https://drive.google.com/file/d/1XK74gswNZsZM351l2qYC7NLVo5WrgSLr/view?usp=sharing

The results in the paper can be downloaded from the following link: https://drive.google.com/file/d/1koto0N8E7LjrxHiL7cGgCWF7u20LeWy7/view?usp=sharing

About

Implementation of Paper Deep Coupled ISTA Network for Multi-modal Image Super-Resolution


Languages

Language:MATLAB 79.2%Language:C 20.8%