Outlier robust point correspondence based on GNCCP

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	Outlier robust point correspondence based on GNCCP
	Yang, Xu; Qiao, Hong; Liu, Zhi-Yong; Zhi-Yong Liu
发表期刊	PATTERN RECOGNITION LETTERS
	2015-04-01
期号	55 页码:8-14
文章类型	Article
摘要	Graph matching is a fundamental problem in pattern recognition and computer vision. In this paper we introduce a novel graph matching algorithm to find the specified number of best vertex assignments between two labeled weighted graphs. The problem is first explicitly formulated as the minimization of a quadratic objective function and then solved by an optimization algorithm based on the recently proposed graduated nonconvexity and concavity procedure (GNCCP). Simulations on both synthetic data and real world images witness the effectiveness of the proposed method. (C) 2015 Elsevier B.V. All rights reserved
关键词	Feature Correspondence Graph Matching Gnccp
WOS标题词	Science & Technology ; Technology
关键词[WOS]	PATTERN-RECOGNITION ; GRAPHS
收录类别	SCI
语种	英语
WOS研究方向	Computer Science
WOS类目	Computer Science, Artificial Intelligence
WOS记录号	WOS:000351015900002
引用统计	被引频次：15[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/8099
专题	多模态人工智能系统全国重点实验室_机器人理论与应用
通讯作者	Zhi-Yong Liu
作者单位	Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
第一作者单位	中国科学院自动化研究所
推荐引用方式 GB/T 7714	Yang, Xu,Qiao, Hong,Liu, Zhi-Yong,et al. Outlier robust point correspondence based on GNCCP[J]. PATTERN RECOGNITION LETTERS,2015(55):8-14.
APA	Yang, Xu,Qiao, Hong,Liu, Zhi-Yong,&Zhi-Yong Liu.(2015).Outlier robust point correspondence based on GNCCP.PATTERN RECOGNITION LETTERS(55),8-14.
MLA	Yang, Xu,et al."Outlier robust point correspondence based on GNCCP".PATTERN RECOGNITION LETTERS .55(2015):8-14.

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