Science and Technology on Parallel and Distributed Laboratory National University of Defense Technology Changsha 410073 Hunan China;
University of South China Hengyang 421000 Hunan China;
Gaussian image denoising; Nonlocal self-similarity; Diffusion process; Discriminative learning;