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
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

Identifiers

  • HAL Id : cea-01844059, version 1

Collections

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

Citation

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⟩

Export

BibTeX TEI DC DCterms EndNote

Share

Metrics

Record views

41

Contact

Informations

CCSD