Facial expression recognition based on data field

Shuliang Wang; Shanshan Zou; Baohua Cao; Yuan Xie

Facial expression recognition based on data field

Shuliang Wang^*, Shanshan Zou, Baohua Cao, Yuan Xie

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科研成果: 期刊稿件 › 文章 › 同行评审

3 引用（Scopus）

摘要

Pattern recognition is a focused technique of computerized image analysis. One difficult problem of which is the uncertainty on the expressional face recognition. A new method on pattern recognition is proposed on the basis of data field. In the methodological framework of pattern recognition, the method is designed upon the data field and hierarchical modeling. This method is applied to recognize JAFFE, a famous expressional face database. The whole recognition rate may be about 94.3%. This result indicates that the method is suitable and effective.

源语言	英语
页（从-至）	738-742
页数	5
期刊	Wuhan Daxue Xuebao (Xinxi Kexue Ban)/Geomatics and Information Science of Wuhan University
卷	35
期	6
出版状态	已出版 - 6月 2010
已对外发布	是

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title = "Facial expression recognition based on data field",

abstract = "Pattern recognition is a focused technique of computerized image analysis. One difficult problem of which is the uncertainty on the expressional face recognition. A new method on pattern recognition is proposed on the basis of data field. In the methodological framework of pattern recognition, the method is designed upon the data field and hierarchical modeling. This method is applied to recognize JAFFE, a famous expressional face database. The whole recognition rate may be about 94.3%. This result indicates that the method is suitable and effective.",

keywords = "Data clustering, Data field, Expressional face recognition, Pattern recognition",

author = "Shuliang Wang and Shanshan Zou and Baohua Cao and Yuan Xie",

year = "2010",

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journal = "Wuhan Daxue Xuebao (Xinxi Kexue Ban)/Geomatics and Information Science of Wuhan University",

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T1 - Facial expression recognition based on data field

AU - Wang, Shuliang

AU - Zou, Shanshan

AU - Cao, Baohua

AU - Xie, Yuan

PY - 2010/6

Y1 - 2010/6

N2 - Pattern recognition is a focused technique of computerized image analysis. One difficult problem of which is the uncertainty on the expressional face recognition. A new method on pattern recognition is proposed on the basis of data field. In the methodological framework of pattern recognition, the method is designed upon the data field and hierarchical modeling. This method is applied to recognize JAFFE, a famous expressional face database. The whole recognition rate may be about 94.3%. This result indicates that the method is suitable and effective.

AB - Pattern recognition is a focused technique of computerized image analysis. One difficult problem of which is the uncertainty on the expressional face recognition. A new method on pattern recognition is proposed on the basis of data field. In the methodological framework of pattern recognition, the method is designed upon the data field and hierarchical modeling. This method is applied to recognize JAFFE, a famous expressional face database. The whole recognition rate may be about 94.3%. This result indicates that the method is suitable and effective.

KW - Data clustering

KW - Data field

KW - Expressional face recognition

KW - Pattern recognition

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M3 - Article

AN - SCOPUS:77954293132

SN - 1671-8860

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JF - Wuhan Daxue Xuebao (Xinxi Kexue Ban)/Geomatics and Information Science of Wuhan University

IS - 6

ER -

Facial expression recognition based on data field

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