Reulke, Ralf and Bauer, Sascha and Meysel, Frederik (2008) Situation Analysis and Atypical Event Detection with Multiple Cameras and Multi-Object Tracking. In: Robot Vision, 4931, pp. 234-247. Springer-Verlag Berlin Heidelberg. Second International Workshop, RobVis 2008, 2008-02-18 - 2008-02-20, Auckland (New Zeeland). ISBN 3-540-78156-0. ISSN 0302-9743.
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Abstract
This paper discusses a trajectory based recognition algorithm to expand the common approaches for atypical event detection in multi-object traffic scenes and to obtain area-based types of information (e.g. maps of speed patterns, trajectory curvatures or erratic movements). Different views of the same area by more than one camera sensor are necessary, because of the typical limitations of single camera systems, resulting from occlusions by other cars, trees and traffic signs. Furthermore, distributed cooperative multi-camera system (MCS) enables a significant enlargement of the observation area. The fusion of object data from different cameras is done by a multi-target tracking approach. This approach opens up opportunities to identify and specify traffic objects, their location, speed and other characteristic object information. New derived and consolidated information of traffic participants is derived from the system. keywords{Multi-camera sensing, fixed-viewpoint camera, cooperative distributed vision, multi-camera orientation, multi-target tracking}
Item URL in elib: | https://elib.dlr.de/53461/ | ||||||||||||||||
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Document Type: | Conference or Workshop Item (Speech, Paper) | ||||||||||||||||
Title: | Situation Analysis and Atypical Event Detection with Multiple Cameras and Multi-Object Tracking | ||||||||||||||||
Authors: |
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Date: | 2008 | ||||||||||||||||
Journal or Publication Title: | Robot Vision | ||||||||||||||||
Refereed publication: | Yes | ||||||||||||||||
Open Access: | No | ||||||||||||||||
Gold Open Access: | No | ||||||||||||||||
In SCOPUS: | No | ||||||||||||||||
In ISI Web of Science: | No | ||||||||||||||||
Volume: | 4931 | ||||||||||||||||
Page Range: | pp. 234-247 | ||||||||||||||||
Editors: |
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Publisher: | Springer-Verlag Berlin Heidelberg | ||||||||||||||||
Series Name: | Lecture Notes in Computer Science | ||||||||||||||||
ISSN: | 0302-9743 | ||||||||||||||||
ISBN: | 3-540-78156-0 | ||||||||||||||||
Status: | Published | ||||||||||||||||
Keywords: | Multi-camera sensing, xed-viewpoint camera, cooperative distributed vision, multi-camera orientation, multi-target tracking | ||||||||||||||||
Event Title: | Second International Workshop, RobVis 2008 | ||||||||||||||||
Event Location: | Auckland (New Zeeland) | ||||||||||||||||
Event Type: | international Conference | ||||||||||||||||
Event Start Date: | 18 February 2008 | ||||||||||||||||
Event End Date: | 20 February 2008 | ||||||||||||||||
Organizer: | The University of Auckland | ||||||||||||||||
HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||
HGF - Program: | Transport | ||||||||||||||||
HGF - Program Themes: | V SM - Sicherung der Mobilität (old) | ||||||||||||||||
DLR - Research area: | Transport | ||||||||||||||||
DLR - Program: | V SM - Sicherung der Mobilität | ||||||||||||||||
DLR - Research theme (Project): | V - Terrestrische Verkehrsdatenerfassung (old) | ||||||||||||||||
Location: | Berlin-Adlershof | ||||||||||||||||
Institutes and Institutions: | Institute of Transportation Systems > Institute of Transportation Systems > Traffic Management | ||||||||||||||||
Deposited By: | Reulke, Prof. Dr. Ralf | ||||||||||||||||
Deposited On: | 25 Feb 2008 | ||||||||||||||||
Last Modified: | 24 Apr 2024 19:16 |
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