• DocumentCode
    653493
  • Title

    Research on a New Mathematic Description for Fingerprint Identification

  • Author

    Zhao Ma ; Shanyu Tang ; Liping Zhang ; Linchen Yu ; Sifa Zhang

  • Author_Institution
    Sch. of Comput. Sci., China Univ. of Geosci., Wuhan, China
  • fYear
    2013
  • fDate
    20-23 Aug. 2013
  • Firstpage
    2085
  • Lastpage
    2088
  • Abstract
    Fingerprint identification is an important technology in the area of network security and identity authentication. This paper studies fingerprint identification by using a new mathematic method of binary function and its partial derivative and directional derivative. The method not only emphasizes on the characteristic of fingerprint, but also concerns about the singularity characteristic of fingerprint images, which increases the accuracy of fingerprint identification. Finally, simulation was performed to test the proposed algorithm with the use of Matlab, thereby the feasibility and rationality of the method were confirmed.
  • Keywords
    fingerprint identification; mathematical analysis; security; binary function; directional derivative; fingerprint identification; fingerprint images; identity authentication; mathematic description; mathematic method; network security; partial derivative; singularity characteristic; Accuracy; Authentication; Feature extraction; Fingerprint recognition; Image matching; MATLAB; Vectors; Identity authentication; binary function; directional derivative; fingerprint identification; partial derivative;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Green Computing and Communications (GreenCom), 2013 IEEE and Internet of Things (iThings/CPSCom), IEEE International Conference on and IEEE Cyber, Physical and Social Computing
  • Conference_Location
    Beijing
  • Type

    conf

  • DOI
    10.1109/GreenCom-iThings-CPSCom.2013.391
  • Filename
    6682401