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Bayesian Classifier for Face Recognition Based on Nonparametric Method
基于非参数技术的贝叶斯人脸识别算法

Keywords: Bayesian classifier,nonparametric method,face recognition
贝叶斯分类器
,非参数技术,人脸识别,非参数,贝叶斯,人脸,识别算法,Nonparametric,Method,Based,Face,Recognition,Classifier,训练,使用,结果,实验,数据库,分类器,应用,后验概率,概率密度估计,高斯模型,方案,改进

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Abstract:

his paper proposed an approach which used nonparametric method to estimate the posterior probability instead of Gaussian model.The experiments on FERET FB and FC testing set show the proposed method is better than or equal to the Bayesian classifier using Gaussian model, and the proposed method is easy to be trained.

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