Approach for face recognition based on singular value decomposition and hidden Markov model

Xiao Jun Liu; Dong Feng Wang; Li Fei Zhang; Yong Gang Shi; Mou Yan Zou

Approach for face recognition based on singular value decomposition and hidden Markov model

Xiao Jun Liu^*, Dong Feng Wang, Li Fei Zhang, Yong Gang Shi, Mou Yan Zou

^*此作品的通讯作者

CAS - Institute of Electronics

科研成果: 期刊稿件 › 文章 › 同行评审

23 引用（Scopus）

摘要

A new approach based on Hidden Markov Model (HMM) face recognition is presented. Singular value decomposition is used to subtract the character of the face image. As a result, the amount of data storage and the computing time is reduced, and the recognition rate is increased. Experimental results are compared with other two HMM based methods.

源语言	英语
页（从-至）	340-344
页数	5
期刊	Jisuanji Xuebao/Chinese Journal of Computers
卷	26
期	3
出版状态	已出版 - 3月 2003
已对外发布	是

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title = "Approach for face recognition based on singular value decomposition and hidden Markov model",

abstract = "A new approach based on Hidden Markov Model (HMM) face recognition is presented. Singular value decomposition is used to subtract the character of the face image. As a result, the amount of data storage and the computing time is reduced, and the recognition rate is increased. Experimental results are compared with other two HMM based methods.",

keywords = "Face recognition, Hidden Markov model, Singular value decomposition",

author = "Liu, {Xiao Jun} and Wang, {Dong Feng} and Zhang, {Li Fei} and Shi, {Yong Gang} and Zou, {Mou Yan}",

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AU - Liu, Xiao Jun

AU - Wang, Dong Feng

AU - Zhang, Li Fei

AU - Shi, Yong Gang

AU - Zou, Mou Yan

PY - 2003/3

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AB - A new approach based on Hidden Markov Model (HMM) face recognition is presented. Singular value decomposition is used to subtract the character of the face image. As a result, the amount of data storage and the computing time is reduced, and the recognition rate is increased. Experimental results are compared with other two HMM based methods.

KW - Face recognition

KW - Hidden Markov model

KW - Singular value decomposition

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M3 - Article

AN - SCOPUS:0038505086

SN - 0254-4164

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JO - Jisuanji Xuebao/Chinese Journal of Computers

JF - Jisuanji Xuebao/Chinese Journal of Computers

IS - 3

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Approach for face recognition based on singular value decomposition and hidden Markov model

摘要

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