Digital image is inevitably corrupted by various noises during acquisition and transmission, resulting in degradation of image quality, and bringing serious impacts for follow-up processing of image, such as edge detection, image segmentation, feature extraction, pattern recognition and so on. Therefore, image denoising is a very important link of image preprocessing. In recent years, the image restoration and denoising have attracted widespread attention of people. This paper first introduces the re...