• DocumentCode
    2195844
  • Title

    NDVI controlled based high frequency injection multispectral image fusion method

  • Author

    Dhamecha, Hardik M. ; Zaveri, Tanish H. ; Potdar, Madhukar B.

  • Author_Institution
    Electron. & Commun. Dept., Nirma Univ., Ahmedabad, India
  • fYear
    2012
  • fDate
    22-27 July 2012
  • Firstpage
    3513
  • Lastpage
    3516
  • Abstract
    Multispectral image fusion process is an active research area due to hardware limitations of most of satellites. This process produces significant color distortion in the resultant fused image using most of the methods available in literature. In this paper, novel NDVI control based high frequency injection method is proposed to reduce color distortion. From experiments, it is found that the amount of high frequency injection into MS image is related to the NDVI. We proposed NDVI controlled K factor computation method which provides the best tradeoff solution. It has been observed from the simulation results that the proposed method gives the best tradeoff between the spatial and spectral CC compared to other standard algorithms. The color distortion is significantly decreases in fused image with the better perceived quality.
  • Keywords
    geophysical image processing; image colour analysis; image fusion; vegetation mapping; MS image; NDVI control based high frequency injection method; NDVI controlled K factor computation method; color distortion; multispectral image fusion process; satellite; spatial CC; spectral CC; Frequency control; Image color analysis; Image fusion; Simulation; Spatial resolution; Vegetation mapping; Fusion; High frequency injection; Multispectral; NDVI;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
  • Conference_Location
    Munich
  • ISSN
    2153-6996
  • Print_ISBN
    978-1-4673-1160-1
  • Electronic_ISBN
    2153-6996
  • Type

    conf

  • DOI
    10.1109/IGARSS.2012.6350662
  • Filename
    6350662