Estimation of the chin and cheek contours for precise face model adaptation

M. Kampmann
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引用次数: 32

Abstract

For semantic coding of videophone sequences at very low bit rates, the adaptation of a face model to automatically estimate facial features is necessary. In this contribution, an algorithm for the automatic estimation of the chin and cheek contours of a person is presented. The chin and cheeks are represented by a deformable template consisting of parabolas. Cost functions are established and minimized to find the best fit of the template to the chin and cheek contours of the person. In all examined frames of the videophone sequences "Akiyo" and "Claire", the manually determined real contour of the chin and the cheeks is approximated by the estimated contours with good accuracy. In more than 60% of all frames, no deviation between the real contours and the estimated contours occurs.
估计下巴和脸颊轮廓精确的人脸模型适应
对于极低比特率的视频电话序列的语义编码,需要自适应人脸模型来自动估计人脸特征。在这篇贡献中,提出了一种自动估计人的下巴和脸颊轮廓的算法。下巴和脸颊由抛物线组成的可变形模板表示。建立成本函数并最小化,以找到模板与人的下巴和脸颊轮廓的最佳拟合。在视频电话序列“Akiyo”和“Claire”的所有检测帧中,人工确定的下巴和脸颊的真实轮廓与估计轮廓接近,精度很高。在超过60%的帧中,真实轮廓和估计轮廓之间没有偏差。
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