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

E. Gadeski; H. Le Borgne; A. Popescu

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)

Document type :

Conference papers

Domain :

Computer Science [cs]

Complete list of metadatas

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 : Wednesday, January 23, 2019 - 2:39:26 PM

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

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

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