Title :
A filtering method for generating DTM based on multi-scale mathematic morphology
Author :
Li, Shuwei ; Sun, Huabo ; Yan, Lei
Author_Institution :
Coll. of Comput. & Inf. Eng., Zhejiang Gongshang Univ., Hangzhou, China
Abstract :
A filtering method is proposed in this paper that can generate DTM (digital terrain model) based on multi-scale mathematic morphology. With the second echo information of LIDAR, the method firstly extracts the edge point of vegetation and house, and then process opening operation of mathematical morphology with the remainder data in local region. Comparing adjacent filter surface with the threshold parameter, we extract surface feature during gradually increasing transform scale of filtering window. Experiment shows that our method can effectively generate DTM and also can maintain the terrain details.
Keywords :
echo; feature extraction; filtering theory; mathematical morphology; optical radar; remote sensing by radar; terrain mapping; vegetation; DTM; LIDAR; adjacent filter surface; digital terrain model; edge point; filtering method; filtering window; house; multiscale mathematic morphology; second echo information; surface feature extraction; terrain details; threshold parameter; transform scale; vegetation; Buildings; Filtering; Laser radar; Mathematics; Morphology; Surface morphology; Vegetation mapping; mathematic morphology; multi-scale; opening operation; threshold;
Conference_Titel :
Mechatronics and Automation (ICMA), 2011 International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-8113-2
DOI :
10.1109/ICMA.2011.5985745