Automatic classification of point clouds for highway documentation
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21110%2F18%3A00326161" target="_blank" >RIV/68407700:21110/18:00326161 - isvavai.cz</a>
Result on the web
<a href="https://www.researchgate.net/publication/326183327_Automatic_classification_of_point_clouds_for_highway_documentation" target="_blank" >https://www.researchgate.net/publication/326183327_Automatic_classification_of_point_clouds_for_highway_documentation</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.14311/AP.2018.58.0165" target="_blank" >10.14311/AP.2018.58.0165</a>
Alternative languages
Result language
angličtina
Original language name
Automatic classification of point clouds for highway documentation
Original language description
Mobile laser scanning systems confirmed the capability for detailed roadway documentation. Hand in hand with enormous data sets acquired by these systems is the increase in the demands on the fast and effective processing of these data sets. The crucial part of the roadway data sets processing, as well as in many other applications, is the extraction of objects of interest from point clouds. In this work, an approach to the rough classification of mobile laser scanning data based on raster image processing techniques is presented. The developed method offers a solution for a computationally low demanding classification of the highway environment. The aim of this method is to provide a background for the easier use of more sophisticated algorithms and a specific analysis. The method is evaluated using different metrics on a 1.8km long data set obtained by LYNX Mobile Mapper over a highway.
Czech name
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Czech description
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Classification
Type
J<sub>SC</sub> - Article in a specialist periodical, which is included in the SCOPUS database
CEP classification
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OECD FORD branch
20104 - Transport engineering
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Acta Polytechnica
ISSN
1805-2363
e-ISSN
1805-2363
Volume of the periodical
58
Issue of the periodical within the volume
3
Country of publishing house
CZ - CZECH REPUBLIC
Number of pages
6
Pages from-to
165-170
UT code for WoS article
000438884700002
EID of the result in the Scopus database
2-s2.0-85049504823