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OALib Journal期刊
ISSN: 2333-9721
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Multimodal recognition using ear and face profile based on CCA
基于CCA的人耳和侧面人脸特征融合的身份识别*

Keywords: canonical correlation analysis(CCA),feature fusion,associated feature,ear recognition,multimodal recognition
典型相关分析
,特征层融合,关联特征,人耳识别,多模态识别,人脸图像,特征融合,身份识别,based,profile,face,recognition,识别率,比较,特征识别,方法,结果,实验,关联特征,提取,思想,典型相关分析,利用,位置关系,生理

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Abstract:

The fusion of ear and face biometrics could fully utilize their connection relationship of physiological location, and possessed the advantage of recognizing people without their cooperation. First, this method used the face profile images including ear part for recognition. Then according to the algorithm of canonical correlation analysis(CCA),proposed a kind of associated feature based on ear and face profile for classification and recognition. The result of experiment shows that the recognition rate is higher than that of the recognition adopting the single biometrics.

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