AAM衍生的人脸表示鲁棒面部动作识别

7th International Conference on Automatic Face and Gesture Recognition (FGR06) Pub Date : 2006-04-10 DOI:10.1109/FGR.2006.17

S. Lucey, I. Matthews, Changbo Hu, Z. Ambadar, F. D. L. Torre, J. Cohn

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引用次数: 123

摘要

在本文中，我们介绍了使用主动外观模型(AAM)衍生的面部表征来完成面部动作识别任务的实验结果。实验结果表明，在包含“真实世界”变化的自发AU数据库上，aam衍生的表示是有益的。此外，我们还探索了一些用于这些表示的归一化方法，以提高面部动作识别性能

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AAM derived face representations for robust facial action recognition

In this paper, we present results on experiments employing active appearance model (AAM) derived facial representations, for the task of facial action recognition. Experimental results demonstrate the benefit of AAM-derived representations on a spontaneous AU database containing "real-world" variation. Additionally, we explore a number of normalization methods for these representations which increase facial action recognition performance

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7th International Conference on Automatic Face and Gesture Recognition (FGR06)

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