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OALib Journal期刊
ISSN: 2333-9721
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A New Method for Face Pose Interaction in Virtual Environment
虚拟环境中的人脸姿态交互方法

Keywords: pose estimation,artificial neural network,human-computer interface
姿态估计,神经网络,人机交互

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Abstract:

A new method is proposed for face pose estimation based on the area ratio in the paper. First, the change of triangle area ratio which consist of feature points is analyzed when a face turns. Then, the BP neural network is applied to train the relationship between position parameters of area ratio of face and the parameters of pose for face pose estimation. Finally, the method is applied to roam in the virtual environment. The experimental results demonstrate that this method can estimate accurately pose using only few characteristic points, and also does well in recognition rate and stability.

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