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Face Alignment Under Various Poses and Expressions

机译:各种姿势和表情下的人脸对齐

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摘要

In this paper, we present a face alignment system to deal with various poses and expressions. In addition to global shape model, we use component shape model such as mouth shape model, contour shape model in addition to global shape model to achieve more powerful representation for face components under complex pose and expression variations. Different from 1-D profile texture feature in classical ASM, we use 2-D local texture feature for more accuracy, and in order to achieve high robustness and fast speed it is represented by Haar-wavelet features as in [5]. Extensive experiments are reported to show its effectiveness.
机译:在本文中,我们提出了一种人脸对齐系统来处理各种姿势和表情。除了全局形状模型外,我们还使用诸如嘴部形状模型,轮廓形状模型之类的组件形状模型,以在复杂的姿势和表情变化下针对面部组件实现更强大的表示。与经典ASM中的1-D轮廓纹理特征不同,我们使用2-D局部纹理特征以提高准确性,并且为了实现高鲁棒性和更快的速度,它由[5]中的Haar小波特征表示。据报道,大量实验证明了其有效性。

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