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

E. Gadeski 1 H. 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 : Web data Image analysis Visual feature ImageCLEF Image annotation Convolutional neural network Concept localization Neural networks Classification (of information)
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Conference papers
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https://hal-cea.archives-ouvertes.fr/cea-01844059
Contributor : Léna Le Roy <>
Submitted on : Thursday, July 19, 2018 - 10:15:00 AM
Last modification on : Monday, February 10, 2020 - 6:13:48 PM

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  • HAL Id : cea-01844059, version 1

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CEA | CEA-UPSAY | DRT | LIST | UNIV-PARIS-SACLAY

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E. Gadeski, H. 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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