Fast technique of impulsive noise removal in multichannel images

被引:0
|
作者
Smolka, B [1 ]
Chydzinski, A [1 ]
Lukac, R [1 ]
Plataniotsis, KN [1 ]
Venetsanopoulos, A [1 ]
机构
[1] Silesian Tech Univ, Fac Automat Control Elect & Comp Sci, PL-44100 Gliwice, Poland
关键词
MEDIAN FILTERS; REDUCTION;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper a novel approach to the impulsive noise removal in color images is presented. The proposed technique employs the switching scheme based on the impulse detection mechanism using the so called peer group concept. Compared to the vector median filter, the proposed technique consistently yields better results in suppressing both the random-valued and fixed-valued impulsive noise. The main advantage of the proposed noise detection framework is its enormous computational speed, which enables efficient filtering of large images in real-time applications.
引用
收藏
页码:1267 / 1272
页数:6
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