Learning context-sensitive similarity by shortest path propagation

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	Learning context-sensitive similarity by shortest path propagation
	Wang, Jingyan（王靖琰） ; Li, Yongping（李勇平） ; Bai, Xiang ; Zhang, Ying（张莹） ; Wang, Chao ; Tang, Ning
刊名	PATTERN RECOGNITION
	2011
卷号	44 期号:41193 页码:2367
ISSN号	0031-3203
英文摘要	In this paper, we introduce a novel shape/object retrieval algorithm shortest path propagation (SSP). Given a query object q and a target database object p, we explicitly find the shortest path between them in the distance manifold of the database objects. Then a new distance measure between q and p is learned based on the database objects on the shortest path to replace the original distance measure. The promising results on both MEPG-7 shape dataset and a protein dataset demonstrate that our method can significantly improve the ranking of the object retrieval. (C) 2011 Elsevier Ltd. All rights reserved.
收录类别	SCI
语种	英语
WOS记录号	WOS:000292849000015
公开日期	2012-07-04
内容类型	期刊论文
源URL	[http://ir.sinap.ac.cn/handle/331007/9540]
专题	上海应用物理研究所_中科院上海应用物理研究所2011-2017年
推荐引用方式 GB/T 7714	Wang, Jingyan,Li, Yongping,Bai, Xiang,et al. Learning context-sensitive similarity by shortest path propagation[J]. PATTERN RECOGNITION,2011,44(41193):2367.
APA	Wang, Jingyan,Li, Yongping,Bai, Xiang,Zhang, Ying,Wang, Chao,&Tang, Ning.(2011).Learning context-sensitive similarity by shortest path propagation.PATTERN RECOGNITION,44(41193),2367.
MLA	Wang, Jingyan,et al."Learning context-sensitive similarity by shortest path propagation".PATTERN RECOGNITION 44.41193(2011):2367.