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Regularisation of eigenfeatures by extrapolation of scatter-matrix in face-recognition problem

Sharma, Alokanand and Paliwal, K.K. (2010) Regularisation of eigenfeatures by extrapolation of scatter-matrix in face-recognition problem. Electronics Letters, 46 (10). pp. 682-683. ISSN 0013-5194

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Abstract

The proposed face recognition algorithm regularises the within-class scatter matrix by extrapolating its eigenvalues. This way both the range space and the null space information of the within-class scatter matrix is utilised. The results are promising when the algorithm is experimented on face recognition datasets and compared with several other methods.

Item Type: Journal Article
Subjects: T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions: Faculty of Science, Technology and Environment (FSTE) > School of Engineering and Physics
Depositing User: Ms Mereoni Camailakeba
Date Deposited: 30 Nov 2010 08:38
Last Modified: 18 Jul 2012 14:10
URI: http://repository.usp.ac.fj/id/eprint/1917
UNSPECIFIED

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