Using the BPSO Algorithm in Image Segmentation for Dynamic Thresholding

被引：0
|
作者：
Djerou, L. [1 ]
Dehimi, H. [1 ]
Khelil, N. [1 ]
Batouche, M. [2 ]
机构：
[1] M Khider Univ, Dept Comp Sci, Biskra, Algeria
[2] King Saud Univ, CCIS, Dept Comp Sci, Riyadh 11451, Saudi Arabia
来源：
2009 FOURTH INTERNATIONAL CONFERENCE ON BIO-INSPIRED COMPUTING: THEORIES AND APPLICATIONS, PROCEEDINGS | 2009年
关键词：
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
A new dynamic Multilevel Thresholding method (DMTBPSO), based on Binary Particle Swarm Optimization and Otsu's method, is proposed. This approach can automatically determine the appropriate number of thresholds as well as the adequate threshold values with saving a significant amount of computing time which is independent from the number of thresholds. The proposed method is validated by illustrative examples, comparison with the Otsu's method shows its efficiency
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收藏
页码：402 / +
页数：2
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