关键词: 非局部均值, 小波阈值滤波, 图像去噪

Abstract:

The non-local means denoising algorithm can use the globe information of the picture, therefore it has better denoising effect than other traditional algorithms. However, since its time complexity is high, we put forth a new non-local means denoising algorithm based on wavelet threshold filter, which use much less data than the traditional non-local means.  Experimental results show that compared to the traditional non-local means, the denoising effect of our algorithm is basically the same, but the running speed is faster.

Key words: non-local means;wavelet threshold filter;image denoising