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ICVS
2009
Springer

Learning Query-Dependent Distance Metrics for Interactive Image Retrieval

10 years 9 months ago
Learning Query-Dependent Distance Metrics for Interactive Image Retrieval
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 rankingSVM is reported using both simulated and real users.
Junwei Han, Stephen J. McKenna, Ruixuan Wang
Added 26 May 2010
Updated 26 May 2010
Type Conference
Year 2009
Where ICVS
Authors Junwei Han, Stephen J. McKenna, Ruixuan Wang
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