• DocumentCode
    2140829
  • Title

    Change-detection of land cover using fuzzy sets and remotely sensed data

  • Author

    De Souza, FlÁvio J. ; Velloso, Maria Luiza F ; Fonseca, Oswaldo L H

  • Author_Institution
    Dept. of Comput. Eng., Rio de Janeiro State Univ., Brazil
  • Volume
    6
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    3381
  • Abstract
    This work present a technique for computing land cover changes by using remotely sensed technologies and fuzzy modeling. In order to assess the effectiveness of this technique, we carried out experiments on two different data sets: one was a real multitemporal data set composed of two multispectral images acquired by the Thematic Mapper sensor of the Landsat 7 satellite of a region in Brazil under severe degradation process; the other was a synthetic data set generated to evaluate the robustness of the used technique against the use of noise.
  • Keywords
    fuzzy set theory; geophysical signal processing; geophysical techniques; image processing; image sequences; neural nets; remote sensing; terrain mapping; Brazil; change detection; degradation; fuzzy logic; fuzzy model; fuzzy set; fuzzy sets; geophysical measurement technique; image processing; image sequence; land cover; land surface; multispectral image; multitemporal data set; neural net; remote sensing; terrain mapping; vegetation mapping; Degradation; Fuzzy logic; Fuzzy sets; Image analysis; Image sensors; Multispectral imaging; Noise generators; Noise robustness; Remote sensing; Satellites;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium, 2002. IGARSS '02. 2002 IEEE International
  • Print_ISBN
    0-7803-7536-X
  • Type

    conf

  • DOI
    10.1109/IGARSS.2002.1027189
  • Filename
    1027189