Computer Engineering & Science >
A Denoising Algorithm for Color Images Based on the Second Generation Bandelet Transform
Received date: 2009-09-13
Revised date: 2009-12-10
Online published: 2010-06-01
In this paper,we propose a color image denoising 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 denoising using the softthreshold 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.
YANG Juyi . A Denoising Algorithm for Color Images Based on the Second Generation Bandelet Transform[J]. Computer Engineering & Science, 2010 , 32(6) : 68 -67 . DOI: 10.3969/j.issn.1007130X.2010.
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