DocumentCode :
2898135
Title :
Image Registration Method Based on Rigid Dynamics
Author :
Zhang, Jian-wei ; Han, Guo-qiang ; Chen, Yang-zhi ; Wo, Yan
Author_Institution :
Sch. of Comput. Sci. & Eng., South China Univ. of Technol., Guangzhou
fYear :
2006
fDate :
13-16 Aug. 2006
Firstpage :
3776
Lastpage :
3781
Abstract :
Image registration methods based on geometric features have good prospects in a wide range of applications due to its faster execution. A novel fast image registration method based on rigid body dynamics is presented in this paper. In this method, edge points of the model image generate a pseudo elasticity field. Acted by the elasticity forces in the field, edges of floating image move and finally stop on the registration position. The method in this paper has excellent runtime performance, due to its rapid convergence, without stochastic trials that are often employed in general optimization algorithms
Keywords :
convergence; edge detection; elasticity; feature extraction; image registration; convergence; geometric feature; image registration; optimization algorithm; pseudo elasticity field; rigid body dynamics; Application software; Computer science; Cybernetics; Elasticity; Feature extraction; Image registration; Machine learning; Mechanical engineering; Optimization methods; Runtime; Space technology; Stochastic processes; Image registration; Particle system; Pseudo elasticity field; Rigid dynamics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2006 International Conference on
Conference_Location :
Dalian, China
Print_ISBN :
1-4244-0061-9
Type :
conf
DOI :
10.1109/ICMLC.2006.258682
Filename :
4028728
Link To Document :
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