• DocumentCode
    3059754
  • Title

    Detection of quasi-circular vegetation community patches using circular hough transform based on ZY-3 satellite image in the Yellow River Delta, China

  • Author

    Qingsheng Liu ; Yunjie Zhang ; Gaohuan Liu ; Chong Huang

  • Author_Institution
    State Key Lab. of Resources & Environ. Inf. Syst., IGSNRR, Beijing, China
  • fYear
    2013
  • fDate
    21-26 July 2013
  • Firstpage
    2149
  • Lastpage
    2151
  • Abstract
    Recently some types of quasi-circular patchy vegetations have been found and proved by high spatial resolution satellite remote sensing images and field investigations in the Yellow River Delta. In order to facilitate the monitoring of vegetation extension and quantify the mechanism of vegetation patch succession, there is a clear need for accurate and economical of detecting the vegetation patches. The main objective of this paper is to detect the quasi-circular vegetation patches from ZY-3 satellite image using Circular Hough Transform (CHT) method. The results show that the quasi-circular vegetation patches could be detected well using ZY-3 panchromatic image (The detection accuracy of the quasi-circular vegetation patches was 64.1%) but some constraint had been exposed.
  • Keywords
    Hough transforms; geophysical image processing; image resolution; object detection; vegetation; vegetation mapping; CHT method; China; Yellow River Delta; ZY-3 panchromatic image; ZY-3 satellite image; circular Hough transform; field investigation; high spatial resolution satellite remote sensing image; quasicircular vegetation community patch detection; quasicircular vegetation patche; vegetation extension monitoring; vegetation patch succession mechanism; Accuracy; Remote sensing; Rivers; Satellites; Spatial resolution; Transforms; Vegetation mapping; Yellow River Delta; ZY-3; circular hough transform; quasi-circular; vegetation community patch;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium (IGARSS), 2013 IEEE International
  • Conference_Location
    Melbourne, VIC
  • ISSN
    2153-6996
  • Print_ISBN
    978-1-4799-1114-1
  • Type

    conf

  • DOI
    10.1109/IGARSS.2013.6723239
  • Filename
    6723239