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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 | |
2011 | |
Source Publication | PATTERN RECOGNITION
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ISSN | 0031-3203 |
Volume | 44Issue:41193Pages:2367 |
Abstract | 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. |
Indexed By | SCI |
Language | 英语 |
Funding Project | 应物所项目组 |
WOS ID | WOS:000292849000015 |
Citation statistics | |
Document Type | 期刊论文 |
Identifier | http://ir.sinap.ac.cn/handle/331007/9540 |
Collection | 中科院上海应用物理研究所2011-2020年 |
Recommended Citation 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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