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Identity documents classification as an image classification problem
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.
Cited literature [34 references]
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
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
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ICIAP17_id_doc-2.pdf
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