Title :
A morphological LiDAR point cloud filtering method based on fake scan lines
Author :
Li, Pengcheng ; Wang, Hui ; Liu, Zhiqing
Author_Institution :
Inst. of Surveying & Mapping, Inf. Eng. Univ., Zhengzhou, China
Abstract :
Morphology has been widely used in the LiDAR point cloud data filtering. This paper proposes a morphological LiDAR point cloud filtering method based on fake scan lines. The original discrete point cloud data is rearranged in accordance with fake scan lines firstly, and then morphological opening operation is applied to filter the non-ground points. This method retains all the original point cloud information, and reduces the computation. Experimental results have proved the feasibility and validity of this method.
Keywords :
filtering theory; geophysical image processing; optical radar; remote sensing by laser beam; discrete point cloud data; fake scan lines; morphological LiDAR point cloud filtering method; morphological opening operation; nonground points; point cloud information; Buildings; Educational institutions; Filtering; Laser radar; Morphology; Shape; Surface morphology; LiDAR; data filtering; fake scan lines; morphology;
Conference_Titel :
Electronics, Communications and Control (ICECC), 2011 International Conference on
Conference_Location :
Zhejiang
Print_ISBN :
978-1-4577-0320-1
DOI :
10.1109/ICECC.2011.6067815