真实电影捕捉环境下人脸动画参数提取

M. Ashourian, M. Hosseini, S. Mousavi, A. Monadjemi
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引用次数: 0

摘要

人脸动画是人脸计算机仿真中的一个重要问题。人脸建模需要有一个准确的动画。记录面部运动的方法之一是在面部关键点上使用标记,通过跟踪这些标记来跟踪动作。由运动图像专家组提出的MPEG4标准为面部动画设定了一些参数。为了获得这些参数进行面部建模和动画,有必要对面部运动进行跟踪。在人脸关键点上使用标记并跟踪标记的运动是一种低成本的参数确定方法,如果将标记放置在特定标准定义的关键点上并进行准确的跟踪,则可以覆盖人脸的整体运动。本文提出了一种基于MPEG4标准的人脸标记跟踪系统,并对该系统在光线变化、高斯噪声、模糊、压缩和滤波等不稳定的胶片捕捉条件下进行了测试。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Face animation parameter extraction in real movie capturing environment
Facial Animation is one of the important problems in computer simulating of human face. Face modeling is needed to have an accurate animation. One of the methods for recording face movement is to use markers on the face key points to follow the actions by tracking these markers. MPEG4 standard, presented by the Moving Pictures Experts Group, has some parameters for facial animation. To obtain these parameters for facial modeling and animation, it is necessary to track the face movements. Using markers on the face key points and tracking the movements of the markers is a low cost method to determine the parameters, if the markers are placed on key points defined in a specific standard and accurate tracking is done, total movement of the face is covered. In this paper, we proposed a system for tracking markers which are placed on the face based on MPEG4 standard and examine this system in unstable film capturing conditions such as changing light, addition of Gaussian noise, blurring, compression, and filtering.
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