Title :
Filter of LIDAR Data Based on Multi-Resolution and Directional Elevation Tolerance
Author :
Zhou, Xiaoming ; Ma, Qiuhe ; Li, Ersen ; Tang, Dejin
Author_Institution :
Remote Sensing Inf. Eng., Inf. Eng. Univ., Zhengzhou, China
Abstract :
Based on studying the principle of wavelet multi-resolution analysis, this paper takes Wavelet into the LIDAR filtering, by making use of pyramid-delaminating theory, the fast organization of raw DSM data comes true, while the computing speed increases and the filtering speed improves. At the same time, by considering the directional elevation tolerance of the whole region in the process of filtering threshold selection, judgement makes better accordance with terrain, and the precision of filtering is improved. At last, experiment is carried out on DSM data obtained by LIDAR, the result proves the validity and advantage of the advanced filtering method.
Keywords :
delamination; optical filters; optical radar; LIDAR data; LIDAR filtering; directional elevation tolerance; filtering threshold selection; pyramid-delaminating theory; wavelet multiresolution analysis; Arithmetic; Data engineering; Filtering theory; Information filtering; Information filters; Laser radar; Multiresolution analysis; Remote sensing; Surface morphology; Wavelet analysis;
Conference_Titel :
Photonics and Optoelectronics, 2009. SOPO 2009. Symposium on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-4412-0
DOI :
10.1109/SOPO.2009.5230291