• DocumentCode
    3293247
  • Title

    Fingerprint classification with neural networks

  • Author

    Neto, Hugo Vieira ; Borges, Díbro Leandro

  • Author_Institution
    Dept. Acad. de Inf., Centro Fed. de Educacao Tecnologica do Parana, Curitiba, Brazil
  • fYear
    1997
  • fDate
    3-5 Dec 1997
  • Firstpage
    66
  • Lastpage
    72
  • Abstract
    This paper presents some intermediate results on fingerprint classification adopting a neural network as decision stage, in order to evaluate the performance of a discrete wavelet transform as feature extraction technique. Some issues on the image acquisition, preprocessing and segmentation are also discussed
  • Keywords
    backpropagation; feature extraction; feedforward neural nets; fingerprint identification; image matching; image segmentation; wavelet transforms; backpropagation; discrete wavelet transform; feature extraction; feedforward neural networks; fingerprint classification; image acquisition; image matching; image segmentation; Charge coupled devices; Charge-coupled image sensors; Discrete wavelet transforms; Feature extraction; Fingerprint recognition; Fingers; Image matching; Image segmentation; Neural networks; Pixel;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1997. Proceedings., IVth Brazilian Symposium on
  • Conference_Location
    Goiania
  • Print_ISBN
    0-8186-8070-9
  • Type

    conf

  • DOI
    10.1109/SBRN.1997.645850
  • Filename
    645850
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3293247