• DocumentCode
    2583463
  • Title

    Object analysis in images using complex 2D matched filters

  • Author

    Greitans, Modris ; Pudzs, Mihails ; Fuksis, Rihards

  • Author_Institution
    Inst. of Electron. & Comput. Sci., Latvia
  • fYear
    2009
  • fDate
    18-23 May 2009
  • Firstpage
    1392
  • Lastpage
    1397
  • Abstract
    This paper presents a method for feature extraction in images. The method produces matching intensity vector matrix by the use of 2D matched filtering with complex filter mask. Matching intensity vectors are composed of the pixel´s reaction to 2D matched filter within multiple angles and multiple scales using only one complex filter mask.
  • Keywords
    feature extraction; image matching; matched filters; matrix algebra; vectors; 2D matched filter; image feature extraction; matching intensity vector matrix; object analysis; Blood vessels; Data mining; Feature extraction; Image analysis; Image edge detection; Image processing; Information filtering; Information filters; Matched filters; Pattern recognition; 2D matched filters; Matching intensity vectors; complex filter; feature extraction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    EUROCON 2009, EUROCON '09. IEEE
  • Conference_Location
    St.-Petersburg
  • Print_ISBN
    978-1-4244-3860-0
  • Electronic_ISBN
    978-1-4244-3861-7
  • Type

    conf

  • DOI
    10.1109/EURCON.2009.5167822
  • Filename
    5167822
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2583463