Abstract
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 tip the retrieval process. An empirical comparison of online learning methods including ranking-SVM is reported using both simulated and real users.
Original language | English |
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Title of host publication | Computer Vision Systems |
Subtitle of host publication | 7th International Conference, ICVS 2009 Liège, Belgium, October 13-15, 2009. Proceedings |
Editors | Mario Fritz, Bernt Schiele, Justus H. Piater |
Place of Publication | Berlin |
Publisher | Springer |
Pages | 374-383 |
Number of pages | 10 |
ISBN (Print) | 9783642046667 |
DOIs | |
Publication status | Published - 2009 |
Event | 7th International Conference on Computer Vision Systems - Liege, Belgium Duration: 13 Oct 2009 → 15 Oct 2009 http://www.aimontefiore.org/ICVS2009/ |
Publication series
Name | Lecture notes in computer science |
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Publisher | Springer |
Volume | 5815 |
ISSN (Print) | 0302-9743 |
Conference
Conference | 7th International Conference on Computer Vision Systems |
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Abbreviated title | ICVS 2009 |
Country/Territory | Belgium |
City | Liege |
Period | 13/10/09 → 15/10/09 |
Internet address |