Interlacing Self-Localization, Moving Object Tracking and Mapping for 3D Range Sensors

This work presents a solution for autonomous vehicles to detect arbitrary moving traffic participants and to precisely determine the motion of the vehicle. The solution is based on three-dimensional images captured with modern range sensors like e.g. high-resolution laser scanners. As result, object...

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Κύριος συγγραφέας: Moosmann, Frank
Μορφή: Online
Γλώσσα:Αγγλικά
Έκδοση: KIT Scientific Publishing 2021
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Διαθέσιμο Online:34322
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author Moosmann, Frank
author_browse Moosmann, Frank
author_facet Moosmann, Frank
author_sort Moosmann, Frank
collection Directory of Open Access Books
description This work presents a solution for autonomous vehicles to detect arbitrary moving traffic participants and to precisely determine the motion of the vehicle. The solution is based on three-dimensional images captured with modern range sensors like e.g. high-resolution laser scanners. As result, objects are tracked and a detailed 3D model is built for each object and for the static environment. The performance is demonstrated in challenging urban environments that contain many different objects.
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institution Directory of Open Access Books
language eng
publishDate 2021
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spelling doab-20.500.12854ir-504982024-04-09T23:16:29Z Interlacing Self-Localization, Moving Object Tracking and Mapping for 3D Range Sensors Moosmann, Frank T1-995 mapping self-localization object detection laser scanner tracking thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues This work presents a solution for autonomous vehicles to detect arbitrary moving traffic participants and to precisely determine the motion of the vehicle. The solution is based on three-dimensional images captured with modern range sensors like e.g. high-resolution laser scanners. As result, objects are tracked and a detailed 3D model is built for each object and for the static environment. The performance is demonstrated in challenging urban environments that contain many different objects. 2021-02-11T16:30:11Z 2021-02-11T16:30:11Z 2019-07-30 20:01:57 2013 book 34322 16134214 9783866449770 https://directory.doabooks.org/handle/20.500.12854/50498 eng Schriftenreihe / Institut für Mess- und Regelungstechnik, Karlsruher Institut für Technologie image/jpeg Attribution-NonCommercial-NoDerivatives 4.0 International https://www.ksp.kit.edu/9783866449770 KIT Scientific Publishing 10.5445/KSP/1000032359 10.5445/KSP/1000032359 68fffc18-8f7b-44fa-ac7e-0b7d7d979bd2 9783866449770 XVIII, 128 p. open access
spellingShingle T1-995
mapping
self-localization
object detection
laser scanner
tracking
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues
Moosmann, Frank
Interlacing Self-Localization, Moving Object Tracking and Mapping for 3D Range Sensors
title Interlacing Self-Localization, Moving Object Tracking and Mapping for 3D Range Sensors
title_full Interlacing Self-Localization, Moving Object Tracking and Mapping for 3D Range Sensors
title_fullStr Interlacing Self-Localization, Moving Object Tracking and Mapping for 3D Range Sensors
title_full_unstemmed Interlacing Self-Localization, Moving Object Tracking and Mapping for 3D Range Sensors
title_short Interlacing Self-Localization, Moving Object Tracking and Mapping for 3D Range Sensors
title_sort interlacing self localization moving object tracking and mapping for 3d range sensors
topic T1-995
mapping
self-localization
object detection
laser scanner
tracking
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues
topic_facet T1-995
mapping
self-localization
object detection
laser scanner
tracking
thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues
url 34322
work_keys_str_mv AT moosmannfrank interlacingselflocalizationmovingobjecttrackingandmappingfor3drangesensors