用于受保护指纹认证的水印

Naima Bousnina, S. Ghouzali, M. Lafkih, Ohoud Nafea, M. Mikram, Wadood Abdul, D. Aboutajdine
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引用次数: 5

摘要

提出了一种用于多模态认证系统的空间生物特征水印方案。该方法通过生成密钥将人脸特征(水印)嵌入到指纹图像(封面)中,在保留指纹细节点的同时定位待水印的像素点。采用正交局域保持投影技术提取人脸特征。该方案的优点是除了指纹匹配之外,解码过程中恢复的水印还可以用来建立指纹和用户的真实性。使用ORL人脸数据库和FVC2002 DB2指纹数据库进行的实验结果表明,基于指纹-人脸的多模态认证系统具有良好的性能准确性。
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Watermarking for protected fingerprint authentication
This paper presents a spatial biometric watermarking scheme for multimodal authentication system. This method embeds the face features (watermark) into the fingerprint image (cover) via a generated secret key to locate the pixels to be watermarked while preserving the fingerprint minutia points. The face features are extracted using Orthogonal Locality Preserving Projections technique. The proposed scheme has the advantage that in addition to fingerprint matching, the recovered watermark during the decoding can be used to establish the authenticity of the fingerprint and the user. The experimental results obtained using the ORL face database and FVC2002 DB2 fingerprint database have showed that the fingerprint-face based multimodal authentication system has good performance accuracy.
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