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CEA LIST's participation to the scalable concept image annotation task of Image CLEF 2015

E. Gadeski 1 Hervé Le Borgne 1 A. Popescu 1 
1 DIASI - Département Intelligence Ambiante et Systèmes Interactifs
Abstract : This paper describes our participation to the ImageCLEF 2015 scalable concept image annotation task. Our system is only based on visual features extracted with a deep Convolutional Neural Network (CNN). The network is trained with noisy web data corresponding to the concepts to detect in this task. We introduce a simple concept localization pipeline that provides the localization of the detected concepts, among the 251 concepts, within the images.
Keywords : Classification (of information) Neural networks Concept localization Convolutional neural network Image annotation ImageCLEF Visual feature Web data Image analysis
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Conference papers
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https://hal-cea.archives-ouvertes.fr/cea-01844059
Contributor : Léna Le Roy Connect in order to contact the contributor
Submitted on : Thursday, July 19, 2018 - 10:15:00 AM
Last modification on : Thursday, February 17, 2022 - 10:08:05 AM

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  • HAL Id : cea-01844059, version 1

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CEA | DRT | CEA-UPSAY | UNIV-PARIS-SACLAY | LIST | GS-COMPUTER-SCIENCE

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E. Gadeski, Hervé Le Borgne, A. Popescu. CEA LIST's participation to the scalable concept image annotation task of Image CLEF 2015. 16th Conference and Labs of the Evaluation Forum, CLEF 2015, Sep 2015, Toulouse, France. ⟨cea-01844059⟩

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