Image Thresholding using Particle Swarm Optimization

被引：3
|
作者：
Lin, Zhengchun [1 ]
Wang, Zhiyan [1 ]
Zhang, Yanqing [1 ]
机构：
[1] S China Univ Technol, Sch Comp Sci & Engn, Guangzhou, Guangdong, Peoples R China
来源：
2008 INTERNATIONAL CONFERENCE ON MULTIMEDIA AND INFORMATION TECHNOLOGY, PROCEEDINGS | 2008年
关键词：
image thresholding; image segmentation; particle swarm optimization;
D O I：
10.1109/MMIT.2008.43
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
A novel image thresholding method using improved particle swarm optimization is proposed in this paper. Unlike tradition thresholding methods, the proposed method search the optimal threshold based on the movements of particles without the criterion function. Experiments and comparisons show that the proposed method is a fast, stable and effective image thresholding method.
引用
收藏
页码：245 / 248
页数：4
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