• DocumentCode
    3039686
  • Title

    A fast and memory efficient approach for fingerprint authentication system

  • Author

    Allah, Mohamed Mostafa Abd

  • Author_Institution
    Dept. of Electr., Commun. & Electornics, Minia Univ., Egypt
  • fYear
    2005
  • fDate
    15-16 Sept. 2005
  • Firstpage
    259
  • Lastpage
    263
  • Abstract
    It is still a challenge to integrate a biometrics solution such as fingerprint matching into a smart card. However, current generation of smart card is usually equipped with an 8- or 16-bit microcontroller which has limitations on hardware resources. In this paper, we present our approaches to reduce memory requirement for storing image buffer and to reduce the image processing time. Also, we show the advantages of using line extraction scheme to reduce the size of the accumulator array and to speed up the matching process. The proposed method contains more information per bit than the conventional method that can be embedded in smart cards for a real-time match-on-card system implementation. Furthermore, optimization in platform level offers feasibility of code integration into a low memory budget platform. An example of fingerprint identification implementation on a DSP platform with limited memory budget is presented to show effectiveness of our approach.
  • Keywords
    digital signal processing chips; feature extraction; fingerprint identification; image matching; DSP platform; fingerprint authentication system; fingerprint matching; image buffer; line extraction scheme; match-on-card system; smart card; Authentication; Biometrics; Buffer storage; Data mining; Fingerprint recognition; Hardware; Image processing; Microcontrollers; Real time systems; Smart cards;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Video and Signal Based Surveillance, 2005. AVSS 2005. IEEE Conference on
  • Print_ISBN
    0-7803-9385-6
  • Type

    conf

  • DOI
    10.1109/AVSS.2005.1577277
  • Filename
    1577277