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Feature extraction using kernel inverse FDA

  • Southeast University, Nanjing
  • Hohai University

科研成果: 书/报告/会议事项章节会议稿件同行评审

1 引用 (Scopus)

摘要

This paper presents a new feature extraction method called kernel inverse Fisher discriminant analysis for face recognition. In the method, the nonlinear kernel trick is first applied to map the input data into an implicit feature space. Then the inverse Fisher discriminant analysis is used to analyze the data for producing nonlinear discriminating features Experimental results on ORL face database show that the proposed method is effective in classifying.

源语言英语
主期刊名Proceedings of the 31st Chinese Control Conference, CCC 2012
3672-3675
页数4
出版状态已出版 - 2012
已对外发布
活动31st Chinese Control Conference, CCC 2012 - Hefei, 中国
期限: 25 7月 201227 7月 2012

丛书

姓名Chinese Control Conference, CCC
ISSN(印刷版)1934-1768
ISSN(电子版)2161-2927

会议

会议31st Chinese Control Conference, CCC 2012
国家/地区中国
Hefei
时期25/07/1227/07/12

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