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
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;
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
DOI :
10.1109/ICMV.2009.11