An improved peer group method to filter impulsive noise for color images

被引:0
|
作者
Zhu, Yuhong [1 ]
Jiang, Huageng [1 ]
Feng, Jinting [1 ]
机构
[1] Jilin Univ, Changchun 130012, Jilin, Peoples R China
关键词
color images; peer group-based filter; IFPGF; salt-and-pepper noise;
D O I
10.1117/12.2196996
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
This paper presents an improved filter method based on the lately proposed method of IFPGF([1]) which is peer group-based. The IFPGF method improves the trade-off between computational efficiency and filtering quality of previous peer group-based methods and gains a good filtering quality at relatively low density of noisy pixels. But when the noisy density goes high(>= 20%), the IFPGF method cannot work well. So in this paper, we propose an improved method to fix the drawbacks on filtering the salt-and-pepper impulsive noise. Experimental results suggest that the proposed method is able to outperform the classical vector filters and the recent proposed peer group-based filters, including IFPGF.
引用
收藏
页数:5
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