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Author:

Zhang, Yu (Zhang, Yu.) | Zhao, Dequn (Zhao, Dequn.) | Sun, Guangmin (Sun, Guangmin.) (Scholars:孙光民) | Guo, Qiang (Guo, Qiang.) | Fu, Bo (Fu, Bo.)

Indexed by:

EI Scopus

Abstract:

2D-Gabor transforms are considered as an effective spatial-frequency analysis technique in diverse area of image processing, especially in texture feature detection field due to it owns good localization ability in both spatial and frequency domain and also has excellent directional selectivity. In this paper, a method of feature extraction of palm print using real-Gabor transform (RGT) is proposed, which converts the spatial domain information of palm print to joint spatial-frequency domain. In critical sampling case, by calculating the compactly distributed coefficients of RGT, the sub-block energy distribution of palm print in spatial-frequency domain are extracted as recognition features. Experimental results show that this kind of feature has satisfactory discrimination. The proposed feature extraction method has low computational complexity and is highly suitable for palm print recognition due to the time-saving operation. It can achieve high verification accuracy and has favorable robustness against small-scale changes and angle rotation when using different sampling intervals. © 2010 IEEE.

Keyword:

Extraction Palmprint recognition Image processing Feature extraction Textures Artificial intelligence Frequency domain analysis

Author Community:

  • [ 1 ] [Zhang, Yu]Department of Electronic Engineering, Beijing University of Technology, Beijing, 100124, China
  • [ 2 ] [Zhao, Dequn]Department of Electronic Engineering, Beijing University of Technology, Beijing, 100124, China
  • [ 3 ] [Sun, Guangmin]Department of Electronic Engineering, Beijing University of Technology, Beijing, 100124, China
  • [ 4 ] [Guo, Qiang]Department of Electronic Engineering, Beijing University of Technology, Beijing, 100124, China
  • [ 5 ] [Fu, Bo]Department of Electronic Engineering, Beijing University of Technology, Beijing, 100124, China

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Source :

Year: 2010

Volume: 1

Page: 124-128

Language: English

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 8

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 8

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