Outlier robust point correspondence based on GNCCP
文献类型：期刊论文
| 作者 | Yang, Xu ; Qiao, Hong; Liu, Zhi-Yong; Zhi-Yong Liu
|
| 刊名 | PATTERN RECOGNITION LETTERS
 |
| 出版日期 | 2015-04-01 |
| 期号 | 55页码:8-14 |
| 关键词 | Feature correspondence Graph matching GNCCP |
| 通讯作者 | Zhi-Yong Liu |
| 英文摘要 | 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 |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Artificial Intelligence |
| 研究领域[WOS] | Computer Science |
| 关键词[WOS] | PATTERN-RECOGNITION ; GRAPHS |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000351015900002 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/8099]  |
| 专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_机器人应用与理论组 |
| 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 |
| 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. |
入库方式： OAI收割
来源：自动化研究所
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