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Facial Compliance for Travel Documents

机译:旅行证件的面部合规性

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摘要

Biometric characteristics allow identifying an individual based on who they are. This paper focuses on using the face of a subject in electronic identity documents. The International Civil Aviation Organization (ICAO) has endorsed the adoption of the face as the globally interoperable biometric characteristic. Soon afterward, the International Standard Organization (ISO) proposed the ISO/IEC 19794-5 standard in accordance with ICAO directives. In this paper, a new approach for the evaluation of three ISO/ICAO requirements (unnatural skin tone, shadows across the face and flash reflection on skin) is presented. The results achieved by the proposed methods have overcome almost all the works in the literature. For the "shadows across the face" requirement, the proposed method obtained a result 41% better than the best result in the literature. The proposed method is able to keep the rejection rate equal to zero even when it does not achieve the best equal error rate.
机译:生物识别特征允许根据他们是谁识别个人。本文侧重于使用电子身份文档中的主题的面部。国际民航组织(国际民航组织)赞同全球可互操作的生物特征面临面部。之后,国际标准组织(ISO)根据国际民航组织指令提出了ISO / IEC 19794-5标准。在本文中,提出了一种评估三种ISO / ICAO要求的新方法(不自然的肤色,面部脸上的阴影和皮肤闪光反射)。通过拟议方法实现的结果克服了文献中的几乎所有作品。对于“脸上的阴影”要求,所提出的方法得到了结果优于文献中的最佳结果的结果41%。即使在不达到最佳相等的错误率时,所提出的方法也能够保持抑制率等于零。

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