Tracking facial motion

Irfan Essa, Trevor Darrell, A. Pentland
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引用次数: 110

Abstract

We describe a computer system that allows real-time tracking of facial expressions. Sparse, fast visual measurements using 2D templates are used to observe the face of a subject. Rather than track features on the face, the distributed response of a set of templates is used to characterize a given facial region. These measurements ape coupled via a linear interpolation method to states in a physically-based model of facial animation, which includes both skin and muscle dynamics. By integrating real-time 2D image-processing with 3D models we obtain a system that is able to quickly track and interpret complex facial motions.<>
追踪面部运动
我们描述了一个可以实时跟踪面部表情的计算机系统。使用2D模板进行稀疏、快速的视觉测量,以观察受试者的面部。与其跟踪面部特征,不如使用一组模板的分布式响应来表征给定的面部区域。这些测量通过线性插值方法耦合到基于物理的面部动画模型的状态,其中包括皮肤和肌肉动态。通过将实时2D图像处理与3D模型相结合,我们获得了一个能够快速跟踪和解释复杂面部动作的系统
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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