作者
Andrej Kobler, Norbert Pfeifer, Peter Ogrinc, Ljupčo Todorovski, Krištof Oštir, Sašo Džeroski
发表日期
2007/5/15
期刊
Remote sensing of environment
卷号
108
期号
1
页码范围
9-23
出版商
Elsevier
简介
We present a new algorithm for digital terrain model (DTM) generation from an airborne laser scanning point cloud, called repetitive interpolation (REIN). It is especially applicable in steep, forested areas where other filtering algorithms typically have problems distinguishing between ground returns and off-ground points reflected in the vegetation. REIN can produce a DTM either in a vector grid or in a TIN data structure. REIN is applied after an initial filtering, which involves removal of all negative outliers and removal of many, but not necessarily all, off-ground points by some existing filtering algorithm. REIN makes use of the redundancy in the initially filtered point cloud (FPC) in order to mitigate the effect of the residual off-ground points. Multiple independent random samples are taken from the initial FPC. From each sample, ground elevation estimates are interpolated at individual DTM locations. Because the lower …
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