Nonparametric technique of noise reduction in color images

被引：0
|
作者：
Smolka, B [1 ]
Lukac, R [1 ]
Plataniotis, K [1 ]
Venetsanopoulos, A [1 ]
机构：
[1] Silesian Tech Univ, Dept Automat Control, PL-44101 Gliwice, Poland
来源：
OPTICAL METROLOGY FOR ARTS AND MULTIMEDIA | 2003年 / 5146卷
关键词：
D O I：
10.1117/12.504102
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
In this paper we address the problem of impulsive noise reduction in multichannel images. A new class of filters for noise attenuation is introduced and its relationship with commonly used filtering techniques is investigated. The computational complexity of the new filter is significantly lower than that of the Vector Median Filter, (VMF). Extensive simulation experiments indicate that the new filter outperforms the VMF, as well as other techniques currently used to eliminate impulsive noise in color images.
引用
收藏
页码：254 / 265
页数：12
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