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Face Anti-spoofing Based on Motion

机译:基于运动的面部反欺骗

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People can have access to biometric system easily by face spoofing attack. Recent researches have proposed many anti-spoofing strategies based on eye blinking, facial expression changes, mouth movements or skin texture. As for the face which has slight trembling, there are few specific methods about it. To solve this problem, we have proposed a method which could discriminate human real face and face print by using parameters of slight face motion and equal-proportion property in projection. In order to validate our method, we also established a new video database containing 720 moving faces. After getting the facial landmarks, aligning image of each frame and calculating the variance as feature value, final data would be sent to the support vector machine (SVM) to verify the reality of faces. From the experiment results, the proposed method shows its high accuracy in different lighting conditions and different face amplitude for anti-spoofing and will have good prospect in engineer.
机译:人们可以通过面部欺骗攻击轻松访问生物识别系统。最近的研究提出了基于眼睛闪烁,面部表情变化,嘴巴运动或皮肤纹理的许多反欺骗策略。至于略微颤抖的面部,关于它的特定方法很少。为了解决这个问题,我们已经提出了一种方法,该方法可以通过使用投影中的轻微面部运动和相等比例性的参数来区分人类真实的面部和面部印刷。为了验证我们的方法,我们还建立了一个包含720个移动面的新视频数据库。在获取面部地标后,对准每个帧的图像并将差异作为特征值计算,最终数据将被发送到支持向量机(SVM)以验证面的现实。从实验结果来看,所提出的方法在不同的照明条件下显示了其高精度,以及用于防欺骗的不同面部幅度,并将在工程师中具有良好的前景。

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