• DocumentCode
    1880746
  • Title

    A Modified Homomorphism Filtering Algorithm for Cloud Removal

  • Author

    Wang, Xia ; Li, Minmin ; Tang, Hongmei

  • Author_Institution
    Sch. of Inf. Eng., Hebei Univ. of Technol., Tianjin, China
  • fYear
    2010
  • fDate
    10-12 Dec. 2010
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    To remove remote cloud block in sensing image, this paper analyze thin cloud imaging mechanism, induct gray scale morphological opening and closing operation and contrast expansion based on the principle of the traditional homomorphism filtering in order to reserve the maximum surface information, enhance the remote sensing image clarity and detail, while eliminating cloud effects. The experiments use the original remote sensing cloud image. Analysis and comparison, whether by visual evaluation or statistical evaluation, show that the improved method is feasible and effective for cloud removal.
  • Keywords
    clouds; filtering theory; geophysical image processing; remote sensing; cloud removal; contrast expansion; gray scale morphological closing operation; gray scale morphological opening operation; homomorphism filtering algorithm; remote sensing image clarity; statistical evaluation; thin cloud imaging mechanism; visual evaluation; Clouds; Entropy; Filtering; Filtering algorithms; Frequency domain analysis; Noise; Remote sensing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence and Software Engineering (CiSE), 2010 International Conference on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4244-5391-7
  • Electronic_ISBN
    978-1-4244-5392-4
  • Type

    conf

  • DOI
    10.1109/CISE.2010.5677195
  • Filename
    5677195