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16

ICMCS
2005
IEEE

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A SOM-wavelet networks for face identification

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A SOM-wavelet networks for face identification

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This paper describes a novel SOM-Wavelet Networks method for face recognition. We employed a SOM algorithm, which is based on the structure of a biological model, to extract shape feature of face. After the unsupervised learning, each face image will produce a shape-based vector named representative face. A Wavelet Network is applied to face identification to collect global information from a face image. Then we proposed a new approach to compute the similarity between two faces on both the global means and topological means . The experimental results are compared with other effective face identification methods and our proposed method showed a good performance.

Yang Zhi, Gu Ming

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Added	24 Jun 2010
Updated	24 Jun 2010
Type	Conference
Year	2005
Where	ICMCS
Authors	Yang Zhi, Gu Ming

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