• DocumentCode
    527054
  • Title

    LIDAR filtering based on morphological watershed and region growing

  • Author

    Xinwen, Cheng ; Chunfu, Li ; Jing, Peng ; Na, Zhao ; Huili, Zhang

  • Author_Institution
    Fac. of Eng. & Inf., China Univ. of Geosci. (Wuhan), Wuhan, China
  • Volume
    2
  • fYear
    2010
  • fDate
    17-18 July 2010
  • Firstpage
    559
  • Lastpage
    562
  • Abstract
    The morphology watershed is an effective method of image segmentation. This filter algorithm is as follows: First, basing on elevation information, discrete data point cloud should be turned into a gray image, Then it be pre-filtered with morphological watershed, because of the excessive separate phenomena of watershed morphology, Finally we use the region growing to eliminate or reduce its negative effects. The algorithm does not need to interpolate original data, without iteration, and speed is good. Experimental results show that this filter process can be programmed to obtain the goal of automation and certain accuracy.
  • Keywords
    digital elevation models; geophysical image processing; geophysical techniques; image segmentation; optical radar; remote sensing by laser beam; Hubei province; LIDAR filtering; discrete data point cloud; elevation information; filter algorithm; gray image; image segmentation; morphological watershed; region growing filter; Accuracy; LIDAR; filter; morphological watershed; region growing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Environmental Science and Information Application Technology (ESIAT), 2010 International Conference on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4244-7387-8
  • Type

    conf

  • DOI
    10.1109/ESIAT.2010.5567436
  • Filename
    5567436