BioLab-ICAO: A new benchmark to evaluate applications assessing face image compliance to ISO/IEC 19794-5 standard

This work focuses on performance assessment of software applications designed to evaluate the compliance of a face image to the ISO/ICAO standards for machine readable travel documents. In this paper we describe the new large database (of compliant and non-compliant images) we gathered, the associated testing protocol and the preliminary results measured on some existing algorithms.

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