关键词: 第二代Bandelet变换, 彩色图像去噪, 小波变换, 算法, 自适应

Abstract:

In this paper，we propose a color image denoising algorithm based on the second generation Bandelet transform to aim at the latest development of the characteristics of the Bandelet transform. The algorithm takes full advantage of the inherent geometry regularity of color images, gets the optimization expression, sets the threshold using noise intensity, and realizes color image denoising using the softthreshold function. The experimental results in the MATLAB tool show that the color image processed by this algorithm improves more effectively than wavelet and the first generation Bandelet algorithm both in subjective visual and objective quality targets.

Key words: second generation Bandelet transform;color image denoising;wavelet transform;algorithm, adaptive