DocumentCode
536047
Title
An Ant Colony Optimization Algorithm for Image Edge Detection
Author
Zhang, Jian ; He, Kun ; Zheng, Xiuqing ; Zhou, Jiliu
Author_Institution
Sch. of Electron. & Inf. Eng., Sichuan Univ., Chengdu, China
Volume
2
fYear
2010
fDate
23-24 Oct. 2010
Firstpage
215
Lastpage
219
Abstract
An approach of ant colony optimization combing gradient and relative difference of statistical means to image edge detection is proposed in this paper. The values of gradient and the relative difference of statistical means are extracted for the ants´ searching. Experimental results show that the superior performances of the proposed algorithm.
Keywords
edge detection; optimisation; ant colony optimization algorithm; ants searching; gradient method; image edge detection; statistical means relative difference; Ant colony optimization; Clustering algorithms; Data mining; Feature extraction; Image edge detection; Noise; Pixel; ant colony optimization; edge detection; gradient; statistical means;
fLanguage
English
Publisher
ieee
Conference_Titel
Artificial Intelligence and Computational Intelligence (AICI), 2010 International Conference on
Conference_Location
Sanya
Print_ISBN
978-1-4244-8432-4
Type
conf
DOI
10.1109/AICI.2010.167
Filename
5656334
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