Image Registration Using Ant Colony and Particle Swarm Hybrid Algorithm Based on Wavelet Transform

作者: Aiye Shi , Fengchen Huang , Yang Pan , Lizhong Xu

DOI: 10.1109/ICMV.2009.11

关键词:

摘要: Mutual information based image registration has the advantages of high precision and strong robustness. However, solution this method is easy to fall into local extremes. To overcome problem, in paper we propose a new optimal algorithm for registration, which combines ant colony with particle swarm on wavelet transform. Experiment results demonstrate our proposed approach effective.

参考文章(9)
Wen Peng, Ruofeng Tong, Guiping Qian, Jinxiang Dong, A Constrained Ant Colony Algorithm for Image Registration Computational Intelligence and Bioinformatics. pp. 1- 11 ,(2006) , 10.1007/11816102_1
Qi Li, Isao Sato, Multimodality Image Registration by Particle Swarm Optimization of Mutual Information international conference on intelligent computing. ,vol. 4682, pp. 1120- 1130 ,(2009) , 10.1007/978-3-540-74205-0_116
F. Maes, A. Collignon, D. Vandermeulen, G. Marchal, P. Suetens, Multimodality image registration by maximization of mutual information IEEE Transactions on Medical Imaging. ,vol. 16, pp. 187- 198 ,(1997) , 10.1109/42.563664
M. Dorigo, V. Maniezzo, A. Colorni, Ant system: optimization by a colony of cooperating agents systems man and cybernetics. ,vol. 26, pp. 29- 41 ,(1996) , 10.1109/3477.484436
M.P. Wachowiak, R. Smolikova, Y. Zheng, J.M. Zurada, A.S. Elmaghraby, An approach to multimodal biomedical image registration utilizing particle swarm optimization IEEE Transactions on Evolutionary Computation. ,vol. 8, pp. 289- 301 ,(2004) , 10.1109/TEVC.2004.826068
F. Maes, A. Collignon, D. Vandermeulen, G. Marchal, P. Suetens, Multi-modality image registration by maximization of mutual information Proceedings of the Workshop on Mathematical Methods in Biomedical Image Analysis. pp. 14- 22 ,(1996) , 10.1109/MMBIA.1996.534053
Barbara Zitová, Jan Flusser, Image registration methods: a survey Image and Vision Computing. ,vol. 21, pp. 977- 1000 ,(2003) , 10.1016/S0262-8856(03)00137-9
J. Kennedy, R. Eberhart, Particle swarm optimization international conference on networks. ,vol. 4, pp. 1942- 1948 ,(2002) , 10.1109/ICNN.1995.488968