Removal of salt and pepper noise based on compressed sensing
An image restoration method for removing salt and pepper noise is proposed. The key point of the method is the sparsity used to reconstruct the whole image based on partial noise free pixels. Experimental results demonstrate the better performance of the proposed method compared to the existing modified median type filters.