Identity documents classification as an image classification problem

Ronan Sicre; Ahmad Montaser Awal; Teddy Furon

doi:10.1007/978-3-319-68548-9_55

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

2 AriadNext

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.

Keywords : image forensic image classification document recognition

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〉

Domaine :

Informatique [cs] / Traitement du signal et de l'image

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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 : jeudi 12 avril 2018 - 01:55:05

ICIAP17_id_doc-2.pdf

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