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This paper proposes the AdaBoost Gabor Fisher Classifier (AGFC) for robust face recognition, in which a chain AdaBoost learning method based on Bootstrap re-sampling is proposed an...

Shiguang Shan, Peng Yang, Xilin Chen, Wen Gao

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AMFG
2005
IEEE

314views Biometrics» more AMFG 2005»

Two-Dimensional Non-negative Matrix Factorization for Face Representation and Recognition

15 years 2 months ago

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Non-negative matrix factorization (NMF) is a recently developed method for finding parts-based representation of non-negative data such as face images. Although it has successfully...

Daoqiang Zhang, Songcan Chen, Zhi-Hua Zhou

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AMFG
2005
IEEE

293views Biometrics» more AMFG 2005»

How to Train a Classifier Based on the Huge Face Database?

15 years 2 months ago

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The development of web and digital camera nowadays has made it easier to collect more than hundreds of thousands of examples. How to train a face detector based on the collected en...

Jie Chen, Ruiping Wang, Shengye Yan, Shiguang Shan...

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AMFG
2005
IEEE

256views Biometrics» more AMFG 2005»

Robust Facial Landmark Detection for Intelligent Vehicle System

15 years 2 months ago

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Abstract. This paper presents an integrated approach for robustly locating facial landmark for drivers. In the ﬁrst step a cascade of probability learners is used to detect the f...

Junwen Wu, Mohan M. Trivedi

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Artificial Intelligence