Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/27258
Title: The negative effects of whitening transformation in face recognition
Authors: Song, F
Zhang, D 
Keywords: Face recognition
Linear discriminant analysis
Whitening transformation
Issue Date: 2009
Source: ISCID 2009 - 2009 International Symposium on Computational Intelligence and Design, 2009, v. 2, 5371055, p. 437-440 How to cite?
Abstract: Whitening transformation has widely been used in face recognition. Typically it is used in one of four ways: as a data preprocessing tool before feature extraction, to calculate statistically uncorrelated discriminant vectors, as a transitional step in calculating discriminant vectors, or as a data post-processing tool after feature extraction. The experimental studies presented in this paper demonstrate, however, that researchers' faith in this technique is misplaced and that in fact whitening transformation is inappropriately used, and actually has a negative effect in face recognition without proper analysis.
Description: 2009 International Symposium on Computational Intelligence and Design, ISCID 2009, Changsha, Hunan, 12-14 December 2009
URI: http://hdl.handle.net/10397/27258
ISBN: 9780769538655
DOI: 10.1109/ISCID.2009.255
Appears in Collections:Conference Paper

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