DocumentCode
3108023
Title
Image Registration Using Ant Colony and Particle Swarm Hybrid Algorithm Based on Wavelet Transform
Author
Shi, Aiye ; Huang, Fengchen ; Pan, Yang ; Xu, Lizhong
Author_Institution
Coll. of Comput. Inf. & Eng., Hohai Univ., Nanjing, China
fYear
2009
fDate
28-30 Dec. 2009
Firstpage
41
Lastpage
45
Abstract
Mutual information based image registration has the advantages of high precision and strong robustness. However, the solution of this registration method is easy to fall into the local extremes. To overcome this problem, in this paper we propose a new optimal algorithm for image registration, which combines ant colony algorithm with particle swarm algorithm based on wavelet transform. Experiment results demonstrate our proposed approach effective.
Keywords
image registration; particle swarm optimisation; wavelet transforms; ant colony algorithm; mutual information based image registration; particle swarm hybrid algorithm; wavelet transform; Computational efficiency; Concurrent computing; Image registration; Interpolation; Mutual information; Particle swarm optimization; Pixel; Robustness; Signal resolution; Wavelet transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Vision, 2009. ICMV '09. Second International Conference on
Conference_Location
Dubai
Print_ISBN
978-0-7695-3944-7
Electronic_ISBN
978-1-4244-5645-1
Type
conf
DOI
10.1109/ICMV.2009.11
Filename
5381082
Link To Document