Image denoising without any idea about kind of noise is very cumbersome as compared to known noise. This paper proposed a novel technique for blind image denoising using SVD and local pixel grouping. The technique is checked against salt & pepper noise and Gaussian noise for gray as well as color images and compared with state of art algorithm LPGPCA. It is found that the proposed technique gives better results when compared using objective criteria.
Dhannawat, R., & Patankar, A. B. (2016). Improvement to Blind Image Denoising by Using Local Pixel Grouping with SVD. In Procedia Computer Science (Vol. 79, pp. 314–320). Elsevier B.V. https://doi.org/10.1016/j.procs.2016.03.041