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Stability Analysis of Constrained Nonlinear Phase Portrait Models of Fingerprint Orientation Images

  • Jun Li
  • Wei-Yun Yau
  • Jiangang Wang
  • Wee Ser
Part of the Lecture Notes in Computer Science book series (LNCS, volume 4642)

Abstract

Model based methods to compute the fingerprint orientation images were considered more robust and accurate than the gradient based methods as model based methods considered not only the local regions but also the global orientations. This paper presented the stability analysis of the constrained nonlinear phase portrait models of fingerprint orientation images. Thereafter, the constrained nonlinear phase portrait models were revised according to the stability analysis so that they were able to avoid the potential errors due to the stability. Experimental results were presented to demonstrate the revised algorithm.

Keywords

Fingerprint Orientation Models Stability Analysis 

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Copyright information

© Springer-Verlag Berlin Heidelberg 2007

Authors and Affiliations

  • Jun Li
    • 1
  • Wei-Yun Yau
    • 2
  • Jiangang Wang
    • 2
  • Wee Ser
    • 1
  1. 1.CSP, School of EEE, Nanyang Technological University, 639798Singapore
  2. 2.Institute for Infocomm Research, 21 Heng Mui Keng Terrace, 119613Singapore

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