Detectors of the impulsive noise and new effective filters for the impulsive noise reduction

被引:13
作者
Aizenberg, I [1 ]
Astola, J [1 ]
Bregin, T [1 ]
Butakoff, C [1 ]
Egiazarian, K [1 ]
Paliy, D [1 ]
机构
[1] Tampere Univ Technol, FIN-33101 Tampere, Finland
来源
IMAGE PROCESSING: ALGORITHMS AND SYSTEMS II | 2003年 / 5014卷
关键词
impulsive noise; impulse detection; median filter;
D O I
10.1117/12.477716
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
As it is known, the impulsive noise appears on the image in the form of randomly distributed pixels of random brightness. Impulses themselves usually differ much from the surrounding pixels in brightness. The main topic of the paper is the introduction of the new impulse detection criteria, and their application to such filters as median, rank-order and cellular neural Boolean. Three impulse detectors are considered. The Rank Impulse Detector uses such property of impulse that its rank in variation series is usually quite different from rank of the median. Exponential Median Detector uses the exponent of the difference between the local median and the value of pixel to detect the impulse. Combination of these two detectors forms the Enhanced Rank Impulse Detector and integrates advantages of both of them In combination with filter it allows iterative filtering without further image destruction.
引用
收藏
页码:419 / 428
页数:10
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