利用话语特征改进生物特征认证系统的鲁棒性

Qian Shi, Y. Kajikawa
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引用次数: 0

摘要

本文提出了一种基于嘴唇运动向量的生物特征认证系统。我们已经提出了一种使用话语多模态特征的生物识别认证系统。然而,由于嘴唇的边缘和纹理都可以很容易地从静止图像中提取出来,因此可以通过使用注册者的静止图像来识别冒名顶替者。因此,我们必须增强生物识别认证系统的鲁棒性。因此,我们利用嘴唇的运动向量作为特征。该认证系统利用唇区域的物理特征(边缘和纹理)和行为特征(运动矢量)来提高安全性。实验结果表明,唇区运动向量可以有效提高对冒名顶替者的鲁棒性,提高认证率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Improved robustness of biometrie authentication system using features of utterance
In this paper, we propose a novel biometric authentication system using motion vectors of lips. We have already proposed a biometric authentication system using multimodal features of utterance. However, since both the edges and texture of lips can be easily extracted from a still image, an imposter may be recognized as a registrant by using a still image of the registrant. Therefore, the robustness of our biometric authentication system must be enhanced. Hence, we utilize motion vectors of lips as a feature. The proposed authentication system utilizes physical traits (edges and texture) and a behavioral trait (motion vectors) in the lip region to improve the security. Experimental results demonstrate that motion vectors in the lip region are effective for improving the robustness against imposters and can increase the authentication rate.
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