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Author:

Jiang, Qiang-Rong (Jiang, Qiang-Rong.) | Gao, Yuan (Gao, Yuan.) | Zhang, Hong-Bin (Zhang, Hong-Bin.)

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Abstract:

Profile Histogram Intersection (PHI) kernels and Detail Histogram Intersection (DHI) kernels function are proposed based on traditional Histogram Intersection kernels. Experiments on ORL and YALE databases show that DHI kernel achieves higher accuracy than that of HI kernel.

Keyword:

Feature extraction Support vector machines Face recognition Graphic methods

Author Community:

  • [ 1 ] [Jiang, Qiang-Rong]College of Computer Science, Beijing University of Technology, Beijing 100124, China
  • [ 2 ] [Gao, Yuan]College of Computer Science, Beijing University of Technology, Beijing 100124, China
  • [ 3 ] [Zhang, Hong-Bin]College of Computer Science, Beijing University of Technology, Beijing 100124, China

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Source :

Journal of Beijing University of Technology

ISSN: 0254-0037

Year: 2011

Issue: 8

Volume: 37

Page: 1262-1266

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 7

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