Learning query-dependent distance metrics for interactive image retrieval

Junwei Han, Stephen J. McKenna, Ruixuan Wang

科研成果: 书/报告/会议事项章节会议稿件同行评审

1 引用 (Scopus)

摘要

An approach to target-based image retrieval is described based on on-line rank-based learning. User feedback obtained via interaction with 2D image layouts provides qualitative constraints that are used to adapt distance metrics for retrieval. The user can change the query during a search session in order to speed up the retrieval process. An empirical comparison of online learning methods including ranking-SVM is reported using both simulated and real users.

源语言英语
主期刊名Computer Vision Systems - 7th International Conference, ICVS 2009, Proceedings
374-383
页数10
DOI
出版状态已出版 - 2009
已对外发布
活动7th International Conference on Computer Vision Systems, ICVS 2009 - Liege, 比利时
期限: 13 10月 200915 10月 2009

出版系列

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
5815 LNCS
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议7th International Conference on Computer Vision Systems, ICVS 2009
国家/地区比利时
Liege
时期13/10/0915/10/09

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