• DocumentCode
    3373754
  • Title

    Fingerprint minutia extraction algorithm based on DSP

  • Author

    Xiujuan Zhang ; Chao Chen ; Lina Ni ; Jinquan Zhang

  • Author_Institution
    Coll. of Inf. Sci. & Eng., Shandong Univ. of Sci. & Technol., Qingdao, China
  • Volume
    9
  • fYear
    2011
  • fDate
    12-14 Aug. 2011
  • Firstpage
    4805
  • Lastpage
    4808
  • Abstract
    This paper presents a new fingerprint minutia extraction algorithm based on DSP. The traditional fingerprint recognition algorithm requires a lot of time to do the binarization and thinning for fingerprint image. Different from traditional fingerprint minutiae extraction algorithm, the proposed algorithm makes some improvements based on Direct Minutia Extraction algorithm. It improves the accuracy and anti-interference ability of minutia extraction. First, the algorithm is divided into the fingerprint image pre-processing stage and the minutia extraction stage. In the image preprocessing stage, a lot of filtering and enhancement will be done to facilitate the extraction of minutia. In the minutia extraction stage, ridge line tracing algorithm is used to analyze and extract each minutia on every ridge line. It is confirmed through experiment that our algorithm is apparently faster than the traditional ones.
  • Keywords
    fingerprint identification; image enhancement; DSP; direct minutia extraction algorithm; fingerprint image preprocessing stage; fingerprint minutia extraction algorithm; fingerprint recognition algorithm; minutia extraction stage; ridge line tracing algorithm; Algorithm design and analysis; Filtering; Fingerprint recognition; Gray-scale; Image enhancement; Image matching; Smoothing methods; fingerprint identification; minutia extration; ridge line tracking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electronic and Mechanical Engineering and Information Technology (EMEIT), 2011 International Conference on
  • Conference_Location
    Harbin, Heilongjiang
  • Print_ISBN
    978-1-61284-087-1
  • Type

    conf

  • DOI
    10.1109/EMEIT.2011.6024114
  • Filename
    6024114