HAL will be down for maintenance from Friday, June 10 at 4pm through Monday, June 13 at 9am. More information
Skip to Main content Skip to Navigation
Conference papers

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.
Document type :
Conference papers
Complete list of metadata

Cited literature [34 references]  Display  Hide  Download

https://hal.archives-ouvertes.fr/hal-01660500
Contributor : Teddy Furon Connect in order to contact the contributor
Submitted on : Sunday, December 10, 2017 - 10:46:31 PM
Last modification on : Friday, April 8, 2022 - 4:08:03 PM

File

ICIAP17_id_doc-2.pdf
Files produced by the author(s)

Identifiers

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. pp.602-613, ⟨10.1007/978-3-319-68548-9_55⟩. ⟨hal-01660500⟩

Share

Metrics

Record views

363

Files downloads

1433