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MULTI-CAMERA DETECTION AND MULTI-TARGET TRACKING

Reulke, Ralf and Bauer, Sascha and Döring, Thomas and Spangenberg, Robert (2008) MULTI-CAMERA DETECTION AND MULTI-TARGET TRACKING. In: VISAPP 2008, 2, pp. 585-591. VISAPP 2008 (Third International Conference on Computer Vision Theory and Applications), [2008-01-22 - 2008-01-25], Funchal, Madeira (Portugal). ISBN 978-989-8111-21-0.

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Abstract

Non-intrusive video-detection for traffic flow observation and surveillance is the primary alternative to conventional inductive loop detectors. Video Image Detection Systems (VIDS) can derive traffic parameters by means of image processing and pattern recognition methods. Existing VIDS emulate the inductive loops. We propose a trajectory based recognition algorithm to expand the common approach and to obtain new types of information (e.g. queue length 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. A distributed cooperative multi-camera system enables a significant enlargement of the observation area. The trajectories are derived from multi-target tracking. The fusion of object data from different cameras will be done by a tracking approach. This approach opens up opportunities to identify and specify traffic objects, their location, speed and other characteristic object information. The system creates new derived and consolidated information of traffic participants. Thus, also descriptions of individual traffic participants are possible.

Document Type:Conference or Workshop Item (Speech)
Title:MULTI-CAMERA DETECTION AND MULTI-TARGET TRACKING
Authors:
AuthorsInstitution or Email of Authors
Reulke, RalfHU-Berlin
Bauer, SaschaUNSPECIFIED
Döring, ThomasUNSPECIFIED
Spangenberg, RobertUNSPECIFIED
Date:2008
Journal or Publication Title:VISAPP 2008
Refereed publication:Yes
In ISI Web of Science:No
Volume:2
Page Range:pp. 585-591
Editors:
EditorsEmail
Ranchordas, AlpeshKumar N.UNSPECIFIED
Araújo, Helder J.UNSPECIFIED
Series Name:Proceedings of the Third International Conference on Computer Vision Theory and Applications
ISBN:978-989-8111-21-0
Status:Published
Keywords:Multi-camera sensing, fixed-viewpoint camera, cooperative distributed vision, multi-camera orientation, multi-target tracking
Event Title:VISAPP 2008 (Third International Conference on Computer Vision Theory and Applications)
Event Location:Funchal, Madeira (Portugal)
Event Type:international Conference
Event Dates:[2008-01-22 - 2008-01-25]
Organizer:INSTICC – Institute for Systems and Technologies of Information, Control and Communication and UMA – Universidade da Madeira
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:29 Feb 2008
Last Modified:27 Apr 2009 14:47

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