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OALib Journal期刊
ISSN: 2333-9721
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Facial expression recognition algorithm for fatigue driving
疲劳驾驶面部表情识别算法

Keywords: facial recognition,Gabor filter,kernel functions,support vector machine
表情识别
,加博滤波,核函数,支持向量机

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Abstract:

This paper proposed an expression recognition system based on geometry standardization, Gabor wavelet filter and support vector machine ( SVM) according to six face expression of fatigue driving. The system ensured the geometry standardi-zation of video. Then it constituted forty-eight optimization filters according to 2D-Gabor kernel functions to acquire forty-eight expressional feature point inside the latency rectangle region. It was applied to recognizing facial expression using SVM. Ex-perimental results demonstrate that RBF the radial basis function( RBF) SVM has better performance than other SVMs on hu-man facial expression recognition, and prove that the algorithm is efficient and feasible.

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