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Titel:

Analysis of full waveform LIDAR data for tree species classification

Dokumenttyp:
Konferenzbeitrag
Autor(en):
Reitberger, J.; Krzystek, P.; Stilla, U.
Abstract:
The paper describes an approach to tree species classification based on features that are derived by a waveform decomposition of full waveform LIDAR data. Firstly, 3D points and their attributes are extracted from the waveforms, which yields a much larger number of points compared to the conventional first and last pulse techniques. This is caused by the detailed signal analysis and the possibility to detect multiple pulse reflections. Also, constraints are embedded into the mathematical model o...     »
Stichworte:
LIDAR, analysis, segmentation, classification, forestry, vegetation
Kongress- / Buchtitel:
Symposium of ISPRS Commission III: Photogrammetric Computer Vision
Jahr:
2006
Seiten:
228--233
WWW:
http://www.pf.bgu.tum.de/pub/2006/reitberger_co_stilla_pcv06_pap.pdf
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