• DocumentCode
    2289149
  • Title

    Multisensor image fusion by frequency spectrum substitution: subband and multirate approaches for a 3:5 scale ratio case

  • Author

    Aiazzi, Bruno ; Alparone, Luciano ; Argenti, Fabrizio ; Baronti, Stefano ; Pippi, Ivan

  • Author_Institution
    Res. Inst. on Electromagn. Waves, CNR, Firenze, Italy
  • Volume
    6
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    2629
  • Abstract
    This work proposes two general and formal solutions to the problem of multisensor image data fusion, and presents results on a specific case study concerning multispectral observations. The former method exploits the generalized Laplacian pyramid (GLP), which is a non-dyadic bandpass analysis structure unconstrained from the ground scales of the imaged data, to transplant high spatial frequency components from one image to another. The latter methods relies on uniform subband decomposition (USD) to allow spatial frequencies spectrum substitution as well. Results on fusion of Landsat TM (30 m resolution) and MOMS-2P (18 m) are presented and discussed
  • Keywords
    geophysical signal processing; geophysical techniques; image processing; multidimensional signal processing; remote sensing; sensor fusion; terrain mapping; Landsat TM; MOMS-2P; data fusion; frequency spectrum substitution; generalized Laplacian pyramid; geophysical measurement technique; image processing; land surface; multirate approach; multisensor image fusion; multispectral method; non-dyadic bandpass analysis; optical imaging; remote sensing; scale ratio; sensor fusion; spatial frequencies spectrum substitution; subband approach; terrain mapping; uniform subband decomposition; Electromagnetic scattering; Filters; Flowcharts; Frequency; Image analysis; Image fusion; Laplace equations; Remote sensing; Satellites; Spatial resolution;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium, 2000. Proceedings. IGARSS 2000. IEEE 2000 International
  • Conference_Location
    Honolulu, HI
  • Print_ISBN
    0-7803-6359-0
  • Type

    conf

  • DOI
    10.1109/IGARSS.2000.859663
  • Filename
    859663