Advanced impulse detection based on pixel-wise MAD

被引:148
作者
Crnojevic, V [1 ]
Senk, V [1 ]
Trpovski, Z [1 ]
机构
[1] Univ Novi Sad, Fac Engn, YU-21121 Novi Sad, Serbia, Serbia
关键词
impulse noise; median filter; robust statistics;
D O I
10.1109/LSP.2004.830117
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A new method for impulse noise removal is presented, where a robust estimator of the variance, MAD (median of the absolute deviations from the median), is modified and used to efficiently separate noisy pixels from the image details. The algorithm is free of varying parameters, requires no previous training or optimization, and successfully removes all types of impulse noise. The pixel-wise MAD concept is straightforward, low in complexity, and achieves high filtering performance.
引用
收藏
页码:589 / 592
页数:4
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