Construction of Fractional Derivation Masks and Corresponding Filter

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  • College of Computer Science,Sichuan University,Chengdu 610065,Sichuan,China
张意(1983-) ,男,博士生,主要从事基于偏微分方程的图像处理研究.

Received date: 2010-08-18

  Revised date: 2011-04-08

  Online published: 2011-06-03

Supported by

国家自然科学基金资助项目( 60972131)

Abstract

Both the one-order and the two-order image enhancement masks based on integral-order calculus are insufficient in image processing because the former may cause wide edges and the latter may enhance the texture and the noise. In order to avoid these side effects,the 1 ~2-order fractional derivation masks of digital images are analyzed and deduced according to the Riemann-Liouville definition of fractional calculus,and the corresponding filter is constructed. Simulation results indicate that the constructed filter can not only maintain the low-frequency contour information in the smooth region but also nonlinearly enhance the high-frequency edges and the texture information in images,and that it has unique advantage and excellent visual effect for the treatment of images whose texture information is of great importance.

Cite this article

Zhang Yi Pu Yi-fei Zhou Ji-liu . Construction of Fractional Derivation Masks and Corresponding Filter[J]. Journal of South China University of Technology(Natural Science), 2011 , 39(7) : 95 -101 . DOI: 10.3969/j.issn.1000-565X.2011.07.016

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