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RETIN: a smart interactive digital media retrieval system

Abstract : This demonstration presents a digital media retrieval system for searching large categories in different media databases. The core of our system is an interactive online classification based on user labeling. The classification is obtained with a statistical learning method: kernels for similarity represen- tation and SVM (Support Vector Machine) using binary user annotations. RETIN applies also an active learning strategy for proposing documents to the user for labeling. The sys- tem can deal with images, 3D objects and videos and other media can be added to. A graphical user interface allows easy browsing of different media, simple and user-friendly interaction and fast retrieval.
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Contributor : Philippe-Henri Gosselin <>
Submitted on : Saturday, November 17, 2012 - 6:15:19 PM
Last modification on : Monday, January 25, 2021 - 3:16:03 PM
Long-term archiving on: : Monday, February 18, 2013 - 3:42:31 AM


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  • HAL Id : hal-00753148, version 1


Julien Gony, Matthieu Cord, Sylvie Philipp-Foliguet, Philippe-Henri Gosselin, Frédéric Precioso, et al.. RETIN: a smart interactive digital media retrieval system. ACM International Conference on Image and Video Retrieval, Jul 2007, Amsterdam, Netherlands. pp.93-96. ⟨hal-00753148⟩



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