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An Improved Face Recognition Algorithm Based on Bayes
一种改进的贝叶斯人脸识别算法

Keywords: Face recognition,Bayes,Intrapersonal variations,Extrapersonal variations,SML
人脸识别
,贝叶斯方法,类内差异,类间差异,SML算法

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Abstract:

This paper presents a face recognition algorithm, SML, which simplifies the similarity computation and modifies the training and preprocess of image. Based on a subset of FERRET face data set and the AI of NJU test human face database, experimental results indicate that SML improves the efficiency of ML algorithm and has a higher recognition accuracy than PCA method.

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