Outlier robust point correspondence based on GNCCP
Yang, Xu; Qiao, Hong; Liu, Zhi-Yong; Zhi-Yong Liu
2015-04-01
发表期刊PATTERN RECOGNITION LETTERS
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:9[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
专题复杂系统管理与控制国家重点实验室_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
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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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