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Face Recognition Performance Comparison Between Real Faces and Pose Variant Face Images from Image Display Device

机译：图像显示设备中真实人脸与姿势变体人脸图像之间的人脸识别性能比较

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摘要

Face recognition technology, unlike other biometric methods, is conveniently accessible with the use of only a camera. Consequently, it has created an enormous interest in a variety of applications, including face identification, access control, security, surveillance, smart cards, law enforcement, human computer interaction. However, face recognition system is still not robust enough, especially in unconstrained environments, and recognition accuracy is still not acceptable. In this paper, to measure performance reliability of face recognition systems, we expand performance comparison test between real faces and face images from the recognition perspective and verify the adequacy of performance test methods using an image display device.
机译：与其他生物识别方法不同，人脸识别技术仅需使用相机即可轻松访问。因此，它对包括脸部识别，访问控制，安全性，监视，智能卡，执法，人机交互在内的各种应用产生了极大的兴趣。然而，面部识别系统仍然不够鲁棒，尤其是在不受限制的环境中，并且识别精度仍然不可接受。在本文中，为了衡量人脸识别系统的性能可靠性，我们从识别的角度扩展了真实人脸与人脸图像之间的性能比较测试，并验证了使用图像显示设备的性能测试方法的适当性。

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