• DocumentCode
    2232255
  • Title

    An enhanced Gabor filter-based segmentation algorithm for fingerprint recognition systems

  • Author

    Alonso-Fernandez, Fernando ; Fierrez-Aguilar, Julian ; Ortega-Garcia, Javier

  • Author_Institution
    Escuela Politecnica Superior, Univ. Autonoma de Madrid, Spain
  • fYear
    2005
  • fDate
    15-17 Sept. 2005
  • Firstpage
    239
  • Lastpage
    244
  • Abstract
    An important step in fingerprint recognition is the segmentation of the region of interest. In this paper, we present an enhanced approach for fingerprint segmentation based on the response of eight oriented Gabor filters. The performance of the algorithm has been evaluated in terms of decision error trade-off curves of an overall verification system. Experimental results demonstrate the robustness of the proposed method.
  • Keywords
    Gabor filters; fingerprint identification; image recognition; image segmentation; decision error trade-off curves; enhanced Gabor filter-based segmentation algorithm; fingerprint recognition systems; Access control; Background noise; Biometrics; Feature extraction; Fingerprint recognition; Forensics; Gabor filters; HDTV; Image segmentation; Robustness;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing and Analysis, 2005. ISPA 2005. Proceedings of the 4th International Symposium on
  • ISSN
    1845-5921
  • Print_ISBN
    953-184-089-X
  • Type

    conf

  • DOI
    10.1109/ISPA.2005.195416
  • Filename
    1521295