印刷隐写术应用于人脸验证中身份照片的认证

Włodzimierz Kasprzak, M. Stefanczyk, A. Wilkowski
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引用次数: 2

摘要

提出了一种隐写技术,用于在符合国际民航组织规定的(旅行)证件中对持证人的照片进行认证。嵌入式信息受到打印-扫描过程的严重影响,因为电子图像首先被打印以包含在文件(或身份证)中,然后被扫描以构成自动面部验证程序中的参考模板。设计了两种足够健壮的隐写方法,即“富士通方法”和“三角网”方法的修改。第三种方法,商业Digimarc工具也被应用。在人脸验证程序中,使用两个商用生物识别sdk测试了这些方法对人脸图像的认证能力。实验结果表明,该方法具有生物特征验证的可行性和较高的认证质量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Printed steganography applied for the authentication of identity photos in face verification
Steganography methods are proposed for the authentication of the holder's photo in an ICAO-consistent (travel) document. The embedded message is heavily influenced by the print-scan process, as the electronic image is first printed to be included into the document (or identity card) and is scanned next to constitute the reference template in an automatic face verification procedure. Two sufficiently robust steganography methods are designed, modifications of the “Fujitsu method” and the “triangle net” method. A third method, a commercial Digimarc tool is also applied. The methods are tested w.r.t. to face image authentication ability in a face verification procedure, using two commercial biometric SDK-s. Test results demonstrate the feasibility in biometric verification and high authentication quality of proposed approach.
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