UPMC/LIP6 at ImageCLEF's WikipediaMM: An Image-Annotation Model for an Image Search-Engine

Abstract : In this paper, we present the LIP6 retrieval system which automatically ranks the most similar images to a given query constituted of both textual and/or visual information through a given textual-visual collection. The system first preprocesses the data set in order to remove stop-words as well as non-informative terms. For each given query, it then finds a ranked list of its most similar images using only their textual informations. Visual features are then used to obtain a second ranking list from a manifold and a linear combination of these two ranking lists gives the final ranking of images.
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https://hal.archives-ouvertes.fr/hal-01301594
Contributor : Lip6 Publications <>
Submitted on : Tuesday, April 12, 2016 - 2:59:54 PM
Last modification on : Thursday, March 21, 2019 - 1:09:10 PM

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  • HAL Id : hal-01301594, version 1

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Ali Fakeri-Tabrizi, Massih-Reza Amini, Sabrina Tollari, Patrick Gallinari. UPMC/LIP6 at ImageCLEF's WikipediaMM: An Image-Annotation Model for an Image Search-Engine. Working Notes for the CLEF 2008 workshop, Sep 2008, Aarhus, Denmark. ⟨hal-01301594⟩

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