Title :
Design and realization of image matching based on GMPT algorithm
Author :
Hong-yan Shi ; Li-hong Zhao ; Xiao-ming Su ; Zhai-li Dong ; Ke Qin
Author_Institution :
Inst. of Sci., Shenyang Univ. of Technol., Shenyang
Abstract :
Conventional image matching method is a correlation matching method of ergodic region, and much time should be wasted on non-optimal matching points. It is not only waste matching and calculation time but also lead to get non- matching points. Based on Multiresolution Pagoda Structure Algorithm (MPSA) and the genetic algorithm and projection algorithm, a new image matching method (GMPT) is presented. The algorithm can realize fast image matching on big template and the higher precision of matching. A contrast experiment is conducted and the result demonstrates that the algorithm can reduce the matching time sharply. So the algorithm has been applied to the image matching system.
Keywords :
correlation methods; genetic algorithms; image matching; image resolution; correlation image matching method; ergodic region; genetic algorithm; multiresolution Pagoda structure algorithm; non optimal matching point; projection algorithm; Algorithm design and analysis; Design automation; Educational institutions; Genetic algorithms; Image matching; Image resolution; Projection algorithms; Genetic algorithm; Image matching; MPSA; Projection algorithm;
Conference_Titel :
Control and Decision Conference, 2008. CCDC 2008. Chinese
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-1733-9
Electronic_ISBN :
978-1-4244-1734-6
DOI :
10.1109/CCDC.2008.4597310