基于多分辨率和方向高程容差的激光雷达数据滤波

Xiaoming Zhou, Qiuhe Ma, Ersen Li, D. Tang
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引用次数: 0

摘要

在研究小波多分辨率分析原理的基础上,将小波引入激光雷达滤波,利用金字塔分层理论,实现了原始DSM数据的快速组织,同时提高了计算速度和滤波速度。同时,在滤波阈值选择过程中考虑了整个区域的方向高程容差,使得判断更符合地形,提高了滤波的精度。最后,对激光雷达获取的DSM数据进行了实验,验证了该滤波方法的有效性和优越性。KeywordsLIDAR;DSM;小波变换;多分辨率分析;过滤器
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Filter of LIDAR Data Based on Multi-Resolution and Directional Elevation Tolerance
Based on studying the principle of Wavelet Multiresolution 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. KeywordsLIDAR; DSM; Wavelet transform; Multiresolution analysis; Filter
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