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引用次数: 29

摘要

我们提出了一种基于模型编码(MPEG4)的人脸建模方法,该方法将满足非常低比特率的视频会议应用。这种方法完全自动执行。我们利用人脸的两个视图,以及在通用面部模型上定义的基点,将通用模型修改为人脸的三维个体模型。为了使生成的个体面部模型随时间的变化而变形,提出了一种新的方法——分层力扩散法(LFSM),使面部表情动画看起来更自然。用真实的人脸图像验证了该方法的可行性。
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MPEG4 face modeling using fiducial points
We present an approach for modeling a person's face for model-based coding (MPEG4) which will cater to very low bit-rate video-conferencing applications. This approach is performed entirely automatically. We utilize two views of a person's face, and the fiducial points defined on a generic facial model, to modify the generic model into a 3D individual model of a face. To deform the generated individual facial model for tracking the expression of a face over time, a new method named the layered force spreading method (LFSM) is proposed which makes the animation of facial expressions looks more natural. The feasibility of our approach is demonstrated using a real facial image.
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Computer Analysis of Images and Patterns: 19th International Conference, CAIP 2021, Virtual Event, September 28–30, 2021, Proceedings, Part I Computer Analysis of Images and Patterns: 19th International Conference, CAIP 2021, Virtual Event, September 28–30, 2021, Proceedings, Part II Computer Analysis of Images and Patterns: CAIP 2019 International Workshops, ViMaBi and DL-UAV, Salerno, Italy, September 6, 2019, Proceedings Computer Analysis of Images and Patterns: 18th International Conference, CAIP 2019, Salerno, Italy, September 3–5, 2019, Proceedings, Part I Computer Analysis of Images and Patterns: 18th International Conference, CAIP 2019, Salerno, Italy, September 3–5, 2019, Proceedings, Part II
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