• DocumentCode
    155902
  • Title

    DSP hardware design for fingerprint binarization and thinning on FPGA

  • Author

    Das, Ratan Kumar ; De, Avik ; Pal, Chandrajit ; Chakrabarti, Anandaroop

  • fYear
    2014
  • fDate
    Jan. 31 2014-Feb. 2 2014
  • Firstpage
    544
  • Lastpage
    549
  • Abstract
    Binarization and thinning are the two critical preprocessing stages designed for accurate extraction of minutiae features from the preprocessed image in fingerprint identification system. In this work an efficient design of DSP hardware for binarization and thinning of fingerprint images has been achieved based on Otsu´s thresholding method for binarization and Zhang and Suen´s method for thinning. Optimization has been achieved in our proposed hardware design, which improved the performance in terms of execution speed. The algorithms are designed in Xilinx System Generator using DSP hardware blocks and executed on Xilinx Spartan 6 FPGA (field programmable gate array) device.
  • Keywords
    digital signal processing chips; feature extraction; field programmable gate arrays; fingerprint identification; image segmentation; image thinning; optimisation; DSP hardware design; Otsu thresholding method; Xilinx Spartan 6 FPGA; Xilinx system generator; field programmable gate array; fingerprint binarization; fingerprint identification system; fingerprint thinning; Algorithm design and analysis; Clocks; Fingerprint recognition; Hardware; Histograms; Radiation detectors; Random access memory; DSP hardware; System Generator; binarization; thinning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control, Instrumentation, Energy and Communication (CIEC), 2014 International Conference on
  • Conference_Location
    Calcutta
  • Type

    conf

  • DOI
    10.1109/CIEC.2014.6959148
  • Filename
    6959148