DocumentCode
2545230
Title
Ant Colony Optimization and Statistical Estimation Approach to Image Edge Detection
Author
Zhang, Jian ; He, Kun ; Zhou, Jiliu ; Gong, Mei
Author_Institution
Sch. of Electron. & Inf. Eng., Sichuan Univ., Chengdu, China
fYear
2010
fDate
23-25 Sept. 2010
Firstpage
1
Lastpage
4
Abstract
An edge detection algorithm that combines an ant colony optimization (ACO) and statistical estimation is presented in this paper. The pheromone which can steer the movement of ant is decided by the information of statistical estimation of the pixel´s circular neighborhood. The superior performances are shown in the experimental results.
Keywords
edge detection; optimisation; statistical analysis; ACO; ant colony optimization; image edge detection; pheromone; statistical estimation; Ant colony optimization; Equations; Estimation; Image edge detection; Image segmentation; Noise; Pixel;
fLanguage
English
Publisher
ieee
Conference_Titel
Wireless Communications Networking and Mobile Computing (WiCOM), 2010 6th International Conference on
Conference_Location
Chengdu
Print_ISBN
978-1-4244-3708-5
Electronic_ISBN
978-1-4244-3709-2
Type
conf
DOI
10.1109/WICOM.2010.5600135
Filename
5600135
Link To Document