• 中国计算机学会会刊
  • 中国科技核心期刊
  • 中文核心期刊
论文

A Denoising Algorithm for Color Images Based on the Second Generation Bandelet Transform

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  • (Department of Computer Science,Mianyang Institute of Vocational Technology,Mianyang 621000,China)

Received date: 2009-09-13

  Revised date: 2009-12-10

  Online published: 2010-06-01

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.

Cite this article

YANG Juyi . A Denoising 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.1007130X.2010.

Outlines

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