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基于GMPT图像匹配算法的设计与实现
Alternative TitleDesign and realization of image matching based on GMPT algorithm
石鸿雁; 赵丽红; 苏晓明; 董再励; 覃柯
Department机器人学研究室
Conference Name20th Chinese Control and Decision Conference
Conference DateJuly 2-4, 2008
Conference PlaceYantai, Shandong, China
Source Publication2008 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-11
PublisherIEEE
Publication PlaceNEW YORK
2008
Pages253-257
Indexed ByEI ; CPCI(ISTP)
EI Accession number20084011609729
WOS IDWOS:000260562700049
Contribution Rank3
ISBN978-1-4244-1733-9
Keyword图像匹配 遗传算法 多分辨率塔形结构算法
Abstract传统匹配算法的搜索策略是遍历性区域相关匹配寻优,绝大部分时间都是在非最优匹配点上做匹配运算,计算量大,耗费的时间长,而且容易产生误匹配。提出了一种快退GMPT匹配算法,它结合了遗传算法、多分辨率塔形结构算法和投影匹配算法的优点,可以以较大匹配模版实现快速图像匹配处理,并具有较好的旺配精度。仿真结果表明,该算法在保证匹配精度的同时,大幅度的降低了匹配时间,具有重要的实用价值。
Other AbstractConventional 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.
Language中文
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Document Type会议论文
Identifierhttp://ir.sia.cn/handle/173321/20030
Collection机器人学研究室
Corresponding Author石鸿雁
Affiliation1.Institute of Sciences, Shenyang University of Technology, Shenyang, 110023, China
2.Graduate school, Shenyang University of Technology, Shenyang, 110023, China
3.Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, 110016, China
Recommended Citation
GB/T 7714
石鸿雁,赵丽红,苏晓明,等. 基于GMPT图像匹配算法的设计与实现[C]. NEW YORK:IEEE,2008:253-257.
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