Identity documents classification as an image classification problem

Ronan Sicre 1 Ahmad Montaser Awal 2 Teddy Furon 1
1 LinkMedia - Creating and exploiting explicit links between multimedia fragments
Inria Rennes – Bretagne Atlantique , IRISA_D6 - MEDIA ET INTERACTIONS
Abstract : This paper studies the classification of identification documents , which is a critical issue in various security contexts. We address this challenge as an application of image classification, a problematic that received a large attention from the scientific community. Several methods are evaluated and we report results allowing a better understanding of the specificity of identification documents. We are especially interested in deep learning approaches, showing good transfer capabilities and high performances.
Type de document :
Communication dans un congrès
ICIAP 2017 - 19th International Conference on Image Analysis and Processing, Sep 2017, Catania, Italy. Springer, LNCS, pp.602-613, ICIAP 2017: Image Analysis and Processing - ICIAP 2017 〈10.1007/978-3-319-68548-9_55〉
Liste complète des métadonnées

Littérature citée [34 références]  Voir  Masquer  Télécharger

https://hal.archives-ouvertes.fr/hal-01660500
Contributeur : Teddy Furon <>
Soumis le : dimanche 10 décembre 2017 - 22:46:31
Dernière modification le : mercredi 16 mai 2018 - 11:24:14

Fichier

ICIAP17_id_doc-2.pdf
Fichiers produits par l'(les) auteur(s)

Identifiants

Citation

Ronan Sicre, Ahmad Montaser Awal, Teddy Furon. Identity documents classification as an image classification problem. ICIAP 2017 - 19th International Conference on Image Analysis and Processing, Sep 2017, Catania, Italy. Springer, LNCS, pp.602-613, ICIAP 2017: Image Analysis and Processing - ICIAP 2017 〈10.1007/978-3-319-68548-9_55〉. 〈hal-01660500〉

Partager

Métriques

Consultations de la notice

177

Téléchargements de fichiers

117