Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/17011
Title: Face recognition based on a group decision-making combination approach
Authors: Jing, XY
Zhang, D 
Yang, JY
Keywords: Algebraic feature
Face recognition
Facial image preprocessing
Group decision-making combination (GDC) approach
Issue Date: 2003
Publisher: Elsevier
Source: Pattern recognition, 2003, v. 36, no. 7, p. 1675-1678 How to cite?
Journal: Pattern recognition 
Abstract: This paper proposes a novel and real-time classifiers combination approach, group decision-making combination (GDC) approach, which can dynamically select the classifiers and perform linear combination. We also prove that the orthogonal wavelet transform can be regarded as an effective image's preprocessing tool adapted to classifiers combination. GDC has been successfully used for face recognition, which can improve on the recognition rate for the algebraic features. Experiment results also show that it is superior to the conventional combination method, majority voting method.
URI: http://hdl.handle.net/10397/17011
ISSN: 0031-3203
EISSN: 1873-5142
DOI: 10.1016/S0031-3203(02)00287-X
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