Abstract:A nonlinear multiscalc pyramidal decomposition based on median transform is presented in this paper at first. Then it gives a denoising algorithm which can restore the image distorted by impidse noise and Gaussian noise. The coefficients of the image via the median pyramidal transform represent different characteristics, so the transform can effectively detach noise from image. The different noise coefficients suppression means can be adopted to remove different noise. The simulation result indicates the method is effective, and superior over other methods.
黄文涛;毕笃彦;毛柏鑫;马时平. 基于中值变换和金字塔分解的图像去噪方法[J]. 电子与信息学报, 2004, 26(11): 1686-1692 .
Huang Wen-tao; Bi Du-yan; Mao Bai-xin; Ma Shi-ping. A Image Denoising Method Based on Median Transform and Pyramid Decomposition. , 2004, 26(11): 1686-1692 .