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CLIPS-LIS-LSR Video search system (Grenoble, France). Georges Quénot , Laurent Besacier, Mbarek Charhad Stephane Ayache, Daniel Moraru, Philippe Mulhem CLIPS-IMAG Denis Pellerin, Mickael Guironnet, LIS/SIC Jérôme Gensel, LSR/SIGMA Contact : Georges.Quenot@imag.fr.
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CLIPS-LIS-LSR Video search system (Grenoble, France) Georges Quénot, Laurent Besacier, Mbarek Charhad Stephane Ayache, Daniel Moraru, Philippe Mulhem CLIPS-IMAG Denis Pellerin, Mickael Guironnet, LIS/SIC Jérôme Gensel, LSR/SIGMA Contact :Georges.Quenot@imag.fr
CLIPS-LIS-LSR search system (Grenoble, France) http://korsakov1.imag.fr/cvsp/trecvid.html • 5 criteria: • Keywords from ASR • Visual similarity to query image (color & texture) • 15 semantic categories (P. Mulhem) • Visual similarity to positives from feedback • Temporal closeness to positives from feedback • User-weighted linear combination • Very fast and efficient feedback (optimized user interface and search server)
CLIPS-LIS-LSR search system (Grenoble, France) Starting screen
CLIPS-LIS-LSR search system (Grenoble, France) Topic presentation and first query
CLIPS-LIS-LSR search system (Grenoble, France) Topic presentation and first query Topic Presentation Enlarged View Topic Text QueryInput Image Examples Video Examples
CLIPS-LIS-LSR search system (Grenoble, France) Query reformulation and relevance feedback
CLIPS-LIS-LSR search system (Grenoble, France) Query reformulation and relevance feedback Enlarged View Relevance Feedback QueryReformu-lation
CLIPS-LIS-LSR search system (Grenoble, France) Query Input / Reformulation Select and weight query modes Enter Keywords Enter Example Image References
CLIPS-LIS-LSR search system (Grenoble, France) Query Input / Reformulation Enter searched semantic features: Left: unwanted Central: neutral Right: desired
CLIPS-LIS-LSR search system (Grenoble, France) Relevance Feedback Mark Negative Mark Unsure Mark Positive Play shot Search Similars Search Neighbors
CLIPS-LIS-LSR search system (Grenoble, France) Evolution of MAP over time
CLIPS-LIS-LSR search system (Grenoble, France) System / User performance • There is a significant variability of the system performance according to the user. • The relative user performance is consistent with the knowledge and the experience the user has of the system. • It is also most probable that the mother language as well as the cultural background of the users significantly affect the system/user performance. • None of the users here is an English native speaker. • None of them either is much familiar with the politics and sports in the US.