Denoising of Impulsive noise in single/multichannel images
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bin
test_images
.DS_Store
README.md
main.m
main_rgb.m
main_rgb_same.m
main_salt_peppers.m

README.md

robust-ALOHA (GPU version only)

Sparse and Low-Rank Decomposition of a Hankel Structured Matrix for Impulse Noise Removal http://ieeexplore.ieee.org/abstract/document/8101510/
(arXiv) https://arxiv.org/abs/1510.05559

  1. Before launching robust-ALOHA, make sure that GPU is properly installed in your machine, and please modify compile_gpu.m in folder 'bin'
  2. Then, start main.m file for random-valued-impulsive-noise in grey image.

*note : these codes mainly ran on Matlab 2016a with GPU TITAN X (architecture : Maxwell)
contact : Kyong Jin (kyonghwan.jin@gmail.com)