Title :
Application of two-order particle swarm optimization algorithm in image segmentation
Author :
Bin, Cao ; Xuanjing, Shen ; Qingji, Qian
Author_Institution :
Jilin Univ., Changchun, China
Abstract :
The two-order particle swarm optimization algorithm was presented by Hu Jianxiu and Zeng Jianchao in 2007. The standard particle swarm optimization algorithm and the two-order particle swarm optimization algorithm are studied in the paper. This paper uses the modified two-order particle swarm optimization algorithm to carry out multi-threshold image segmentation. The experimental results show that the multi-threshold image segmentation method based on the modified two-order particle swarm optimization algorithm could segment the image effectively.
Keywords :
image segmentation; particle swarm optimisation; multithreshold image segmentation; two order particle swarm optimization algorithm; Biomedical imaging; Image segmentation; Optimization; image; optimization; particle swarm; segmentation;
Conference_Titel :
Computer-Aided Industrial Design & Conceptual Design (CAIDCD), 2010 IEEE 11th International Conference on
Conference_Location :
Yiwu
Print_ISBN :
978-1-4244-7973-3
DOI :
10.1109/CAIDCD.2010.5681242
