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Author:

Su, Fei (Su, Fei.) | Sun, Peng (Sun, Peng.) | Wang, Bo-Tao (Wang, Bo-Tao.) | Cai, An-Ni (Cai, An-Ni.)

Indexed by:

EI Scopus CSCD

Abstract:

A novel method for fingerprint singular points extraction including location and orientation is proposed based on some properties of the orientation field models. Singular points are located by clustering the results of corner detection. Then, through examining the sub-block orientation fields at a number of selected positions on concentric circles centered about the located singular point, an iterative method based on the orientation differences is proposed to compute the orientation of the core point. Experimental results on NIST4 and FVC2002 four databases demonstrate the proposed method can consistently locate singular points with the high accuracy. The location and orientation of the detected singular points can be used for alignment (translation and rotation) parameters in fingerprint matching. © 2011 The Journal of China Universities of Posts and Telecommunications.

Keyword:

Edge detection Extraction Pattern matching Iterative methods

Author Community:

  • [ 1 ] [Su, Fei]School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing 100876, China
  • [ 2 ] [Sun, Peng]Department of Automation, Tsinghua University, Beijing 100084, China
  • [ 3 ] [Wang, Bo-Tao]College of Electronic Information and Control Engineering, Beijing University of Technology, Beijing 100124, China
  • [ 4 ] [Cai, An-Ni]School of Information and Communication Engineering, Beijing University of Posts and Telecommunications, Beijing 100876, China

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Source :

Journal of China Universities of Posts and Telecommunications

ISSN: 1005-8885

Year: 2011

Issue: 1

Volume: 18

Page: 98-104

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 6

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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