• DocumentCode
    3476996
  • Title

    Higher order Teager-Kaiser operators for image analysis: PART II - a multicomponent image demodulation

  • Author

    Diop, El Hadji S. ; Boudraa, A.O.

  • Author_Institution
    Groupe ASM, Ecole Navale, Brest, France
  • fYear
    2009
  • fDate
    7-10 Nov. 2009
  • Firstpage
    1357
  • Lastpage
    1360
  • Abstract
    We present in this paper a new real image demodulation algorithm. Because of the multicomponent aspects of real images, we first split the image into narrow band components by the means of a Gabor filterbank. Each narrowband component is then demodulated by using the 2D higher order Teager-Kaiser operators (HOTKO). The demodulation process ends by a pixel-by-pixel selection achieved through a dominant component selection basis, in order to get a better image analysis. The whole procedure is presented here, and the algorithm´s effectiveness is demonstrated on a large class of various images.
  • Keywords
    Gabor filters; demodulation; image processing; Gabor filterbank; HOTKO; higher order Teager-Kaiser operators; image analysis; multicomponent image demodulation; narrow band components; Amplitude modulation; Demodulation; Filter bank; Frequency modulation; Image analysis; Image edge detection; Image texture analysis; Narrowband; Pixel; Wideband; Amplitude modulation; frequency modulation; nonlinear filters; operators;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2009 16th IEEE International Conference on
  • Conference_Location
    Cairo
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4244-5653-6
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2009.5413563
  • Filename
    5413563