Nonparametric discriminant analysis for face recognition

Nonparametric discriminant analysis for face recognition

In this paper, we develop a new framework for face recognition based on nonparametric discriminant analysis (NDA) and multi-classifier integration. Traditional LDA-based methods suffer a fundamental limitation originating from the parametric nature of scatter matrices, which are based on the Gaussia...

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Bibliographic Details
Main Authors: Li, Zhifeng, Lin, Dahua, Tang, Xiaoou
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:en_US
Published: Institute of Electrical and Electronics Engineers 2010
Subjects:
nonparametric
discriminant analysis
pattern recognition
Face and gesture recognition
classifier design and evaluation
Online Access:http://hdl.handle.net/1721.1/52396

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