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Titel:

Detection of persons in MLS point clouds

Dokumenttyp:
Zeitschriftenaufsatz
Autor(en):
Borgmann, B.; Hebel, M.; Arens, M.; Stilla, U.
Abstract:
In this paper we present an approach for the detection of persons in point clouds gathered by mobile laser scanning (MLS) systems. The approach consists of a preprocessing and the actual detection. The main task of the preprocessing is to reduce the amount of data which has to be processed by the detection. To fulfill this task, the preprocessing consists of ground removal, segmentation and several filters. The detection is based on an implicit shape models (ISM) approach which is an extension t...     »
Stichworte:
LiDAR, Mobile, Laser scanning, Person, Detection, Classification
Zeitschriftentitel:
International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Jahr:
2017
Band / Volume:
XLII-2/W7
Seitenangaben Beitrag:
203--210
Volltext / DOI:
doi:10.5194/isprs-archives-XLII-2-W7-203-2017
WWW:
https://www.int-arch-photogramm-remote-sens-spatial-inf-sci.net/XLII-2-W7/203/2017/
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