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Situation Analysis and Atypical Event Detection with Multiple Cameras and Multi-Object Tracking

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}

Document Type:Conference or Workshop Item (Speech, Paper)
Title:Situation Analysis and Atypical Event Detection with Multiple Cameras and Multi-Object Tracking
Authors:
AuthorsInstitution or Email of Authors
Reulke, RalfHU-Berlin
Bauer, SaschaUNSPECIFIED
Meysel, FrederikUNSPECIFIED
Date:2008
Journal or Publication Title:Robot Vision
Refereed publication:Yes
In ISI Web of Science:No
Volume:4931
Page Range:pp. 234-247
Editors:
EditorsEmail
Sommer, GeraldUNSPECIFIED
Klette, ReinhardUNSPECIFIED
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 Dates:[2008-02-18 - 2008-02-20]
Organizer:The University of Auckland
HGF - Research field:Aeronautics, Space and Transport (old)
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: Prof. Dr. Ralf Reulke
Deposited On:25 Feb 2008
Last Modified:27 Apr 2009 14:47

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