• DocumentCode
    3416299
  • Title

    An improved OPTA fingerprint thinning algorithm based on neighborhood searching

  • Author

    Gang, Chen ; Ning, Chen ; Zeng Yong

  • Author_Institution
    Coll. of Math. & Comput. Sci, Jianghan Univ., Wuhan, China
  • fYear
    2012
  • fDate
    24-26 Aug. 2012
  • Firstpage
    637
  • Lastpage
    640
  • Abstract
    In the study of the fingerprint thinning, some problems in the OPTA fingerprint thinning improvement algorithm are significant. For example, the image is not smooth; many burrs are produced in the thinning fingerprint image; the thinning quality is not perfect. A new design proposal based on OPTA improvement algorithm is proposed in this paper. Firstly, the deletion templates and construction templates are designed and refined as a unique model of table look-up and index by taking OPTA algorithm as the core idea. Then, a point is searched and judged in the look-up table to check if it should be deleted by computing the neighborhood of reference points. Simulation results finally show that the processed fingerprint image is smooth and it has the complete thinning, the skeleton is close to the centerline of the dermal ridge with no burr, the inquiry speed is fast. And it is a successful algorithm for fingerprint thinning.
  • Keywords
    image thinning; search problems; table lookup; OPTA algorithm; construction templates; deletion templates; dermal ridge; improved OPTA fingerprint thinning algorithm; neighborhood searching; one pass thinning algorithm; table look-up; thinning fingerprint image; thinning quality; OPTA; fingerprint image thinning; neighborhood searching;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Information Processing (CSIP), 2012 International Conference on
  • Conference_Location
    Xi´an, Shaanxi
  • Print_ISBN
    978-1-4673-1410-7
  • Type

    conf

  • DOI
    10.1109/CSIP.2012.6308934
  • Filename
    6308934