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

Document type :

Conference papers

Domain :

Computer Science [cs] / Signal and Image Processing

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https://hal.archives-ouvertes.fr/hal-01660500
Contributor : Teddy Furon <>
Submitted on : Sunday, December 10, 2017 - 10:46:31 PM
Last modification on : Thursday, November 15, 2018 - 11:59:01 AM

ICIAP17_id_doc-2.pdf

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Identity documents classification as an image classification problem

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