• DocumentCode
    1336149
  • Title

    Optimization of Calculation of Field Orientation Time and Binarization of Fingerprint Images

  • Author

    Medeiros, L.X. ; Flores, Edna Lucia ; Arantes Carrijo, Gilberto ; Paschoarelli Veiga, Antonio Claudio

  • Author_Institution
    Univ. Fed. de Uberlandia, Uberlandia, Brazil
  • Volume
    9
  • Issue
    5
  • fYear
    2011
  • Firstpage
    868
  • Lastpage
    874
  • Abstract
    The field orientation and the binarization in an image are often used in fingerprint identification and authentication, and analysis of textures. The proposed algorithm reuses the additions and multiplications in the calculation of the field orientation using the switching property and uses the Digital Differential Analyzer (DDA) algorithm in the generation of convolution masks for the binarization of fingerprint images. The performance of the processing time and the result of the proposed binarization algorithm compared to the performance of algorithms that use convolutions masks were satisfactory compared to the other algorithms found in literature.
  • Keywords
    differential analysers; fingerprint identification; DDA algorithm; commutative property; convolution masks; digital differential analyzer algorithm; field orientation time calculation; fingerprint image; optimization; Algorithm design and analysis; Convolution; Fingerprint recognition; Hidden Markov models; Image matching; Monitoring; Optimization; DDA algorithm; Field orientation; commutative property; ridge extraction;
  • fLanguage
    English
  • Journal_Title
    Latin America Transactions, IEEE (Revista IEEE America Latina)
  • Publisher
    ieee
  • ISSN
    1548-0992
  • Type

    jour

  • DOI
    10.1109/TLA.2011.6031002
  • Filename
    6031002