• DocumentCode
    1971568
  • Title

    The impact of fingerprint force on image quality and the detection of minutiae

  • Author

    Kukula, Eric ; Elliott, Stephen ; Kim, Hakil ; Martin, Cristina San

  • Author_Institution
    Purdue Univ., West Lafayette
  • fYear
    2007
  • fDate
    17-20 May 2007
  • Firstpage
    432
  • Lastpage
    437
  • Abstract
    It is well documented that many factors affect fingerprint image quality such as age, ethnicity, moisture, temperature and force, although force has only been subjectively measured in the literature. Fingerprint image quality is of utmost importance due to its linear relationship with matching performance. Therefore, the purpose of this research is to show how fingerprint force impacts image quality and the number of detected minutiae. Two experiments are presented in this paper that evaluated fingerprint force levels and the impacts on image quality, number of minutiae detected, and user comfort to provide the community with a quantitative measure for force as it relates to image quality. Four force levels (3, 9, 15, and 21 newtons) were evaluated in the first experiment with results indicating that there was no incremental benefit in terms of image quality when using more than 9 N when interacting with an optical fingerprint sensor. The second experiment investigated the 3-9 N interval with results indicating that the optimal image quality is arrived between a force level is 5-7 N.
  • Keywords
    fingerprint identification; image matching; biometrics; fingerprint image quality; fingerprint pressing force impacts; matching performance; minutiae detection; Authentication; Biomedical optical imaging; Biometrics; Biosensors; Capacitance; Fingerprint recognition; Force measurement; Force sensors; Image quality; Optical sensors; biometrics; fingerprint; image quality;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electro/Information Technology, 2007 IEEE International Conference on
  • Conference_Location
    Chicago, IL
  • Print_ISBN
    978-1-4244-0941-9
  • Electronic_ISBN
    978-1-4244-0941-9
  • Type

    conf

  • DOI
    10.1109/EIT.2007.4374512
  • Filename
    4374512