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
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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. |
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