Feature distribution modelling techniques for 3D face verification
نویسندگان
چکیده
This paper shows that Hidden Markov Models (HMMs) can be effectively applied to 3D face data. The examined HMM techniques are shown to be superior to a previously examined Gaussian Mixture Model (GMM) technique. Experiments conducted on the Face Recognition Grand Challenge database show that the Equal Error Rate can be reduced from 0.88% for the GMM technique to 0.36% for the best HMM approach.
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ورودعنوان ژورنال:
- Pattern Recognition Letters
دوره 31 شماره
صفحات -
تاریخ انتشار 2010