• DocumentCode
    3075375
  • Title

    Fingerprint recognition using CNNs: fingerprint preprocessing

  • Author

    Gao, Qun ; Förster, Philipp ; Möbus, Karl R. ; Moschytz, George S.

  • Author_Institution
    Inst. for Signal & Inf. Process., Swiss Federal Inst. of Technol., Zurich, Switzerland
  • Volume
    3
  • fYear
    2001
  • fDate
    6-9 May 2001
  • Firstpage
    433
  • Abstract
    Image preprocessing is an important step in the area of image processing and pattern recognition. In this paper we present a CNN image preprocessing algorithm which is especially suited for fingerprint recognition. It is applied to real gray-scale noisy fingerprints. The results demonstrate the advantage of the proposed algorithm
  • Keywords
    cellular neural nets; fingerprint identification; CNNs; fingerprint preprocessing; fingerprint recognition; gray-scale noisy fingerprints; Cellular neural networks; Energy consumption; Fingerprint recognition; Gray-scale; Image matching; Image processing; Image recognition; Pattern recognition; Signal processing; Spatial databases;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2001. ISCAS 2001. The 2001 IEEE International Symposium on
  • Conference_Location
    Sydney, NSW
  • Print_ISBN
    0-7803-6685-9
  • Type

    conf

  • DOI
    10.1109/ISCAS.2001.921340
  • Filename
    921340
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3075375