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A robust feature-based registration method of multimodal image using phase congruency and coherent point drift
Xia RB(夏仁波); Zhao JB(赵吉斌); Liu YP(刘云鹏)
作者部门光电信息技术研究室
会议名称International Symposium on Multispectral Image Processing and Pattern Recogniton(MIPPR'2013)
会议日期October 26-27,2013
会议地点Wuhan, China
会议录名称Proceedings of the SPIE
出版者SPIE-INT SOC OPTICAL ENGINEERING
出版地BELLINGHAM
2013
页码8 pp.
收录类别EI ; CPCI(ISTP)
EI收录号20135217118460
WOS记录号WOS:000327427100003
产权排序1
ISSN号0277-786X
关键词Multimodal Registration Feature Matching Phase Coherence Coherent Point Drift
摘要This paper presents a new feature matching algorithm for nonrigid multimodal image registration. The proposed algorithm first constructs phase congruency representations (PCR) of images to be registered. Then scale invariant feature transform (SIFT) method is applied to capture significant feature points from PCR. Subsequently, the putative matching is obtained by the nearest neighbour matching in the SIFT descriptor space. The SIFT descriptor is then integrated into Coherent Point Drift (CPD) method so that the appropriate matching of two point sets is solved by combining appearance with distance properties between putative match candidates. Finally, the transformation estimated by matching the point sets is applied to registration of original images. The results show that the proposed algorithm increases the correct rate of matching and is well suited for multi-modal image registration.© (2013) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
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被引频次:2[WOS]   [WOS记录]     [WOS相关记录]
文献类型会议论文
条目标识符http://ir.sia.cn/handle/173321/13846
专题光电信息技术研究室
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Xia RB,Zhao JB,Liu YP. A robust feature-based registration method of multimodal image using phase congruency and coherent point drift[C]. BELLINGHAM:SPIE-INT SOC OPTICAL ENGINEERING,2013:8 pp..
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