收稿日期: 2010-08-18
修回日期: 2011-04-08
网络出版日期: 2011-06-03
基金资助
国家自然科学基金资助项目( 60972131)
Construction of Fractional Derivation Masks and Corresponding Filter
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)
张意 蒲亦非 周激流 . 分数阶微分掩模及其滤波器的构造[J]. 华南理工大学学报(自然科学版), 2011 , 39(7) : 95 -101 . DOI: 10.3969/j.issn.1000-565X.2011.07.016
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.
Key words: fractional derivation; filter; image enhancement; mask
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