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Facial Compliance for Travel Documents

机译:旅行证件的面部合规

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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:生物特征可以根据个人身份识别个人。本文着重于在电子身份证件中使用主题的面孔。国际民航组织(ICAO)已批准采用人脸作为全球可互操作的生物特征。此后不久,国际标准组织(ISO)根据ICAO指令提出了ISO / IEC 19794-5标准。在本文中,提出了一种新的方法来评估三个ISO / ICAO要求(不自然的肤色,脸部阴影和皮肤上的闪光反射)。通过所提出的方法获得的结果已经克服了文献中几乎所有的工作。对于“脸部阴影”要求,所提出的方法获得的结果比文献中的最佳结果好41%。所提出的方法即使在没有达到最佳均等错误率的情况下也能够将拒绝率保持为零。

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