IEEE - Institute of Electrical and Electronics Engineers, Inc. - Boosting in Random Subspaces for Face Recognition

2006 18th International Conference on Pattern Recognition

Author(s): Yong Gao ; Yangsheng Wang
Sponsor(s): IEEE CPS
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 January 2006
Conference Location: Hong Kong, China
Conference Date: 20 August 2006
Volume: 1
Page(s): 519 - 522
ISBN (Paper): 0-7695-2521-0
ISSN (Paper): 1051-4651
DOI: 10.1109/ICPR.2006.337
Regular:

Boosting is an excellent machine learning algorithm. In this paper, we propose a novel boosting method - boosting in random subspaces. Instead of boosting in original feature space, whose... View More

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