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Real-time Recognition and Reidentification of Vehicles from Video Data with high Reidentification Rate

Woesler, Richard (2004) Real-time Recognition and Reidentification of Vehicles from Video Data with high Reidentification Rate. In: Proceedings of the 8th World Multiconference on Systemics, Cybernetics and Informatics (SCI 2004), 6, pp. 347-352. IIIS. SCI 2004 - 8th World Multiconference on Systemics, Cybernetics, and Informatics, 2004.07.18 - 2004.07.21, Orlando (USA). ISBN 980-6560-13-2

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Abstract

Using video cameras regions of cities can be monitored in order to extract traffic data. Stationary cameras fixed at high buildings can be used which provide data 24 hours a day. The data can be used, e.g., to optimize traffic flow by controlling traffic lights dynamically. In order to minimize the number of cameras it is useful to reidentify vehicles leaving one monitored region and afterwards entering the viewing field of a further camera. From reidentified vehicles travel times can be obtained which are relevant parameters to optimize traffic control. In the present text, a method to reidentify vehicles based on extraction of 3-d-prototype vehicle models and color extraction from the top plane of vehicles is described. Shadows and light reflections on wet street are corrected, and therefore, the high recognition accuracy is achieved which is necessary to find the top plane of the vehicles. Due to the 3-d-model based analysis the cameras can be placed in a broad region of viewing angles. The algorithms are suitable for real-time applications. First results from video data of two cameras are presented which show a high reidentification rate with no false reidentification hypothesis.

Item URL in elib:https://elib.dlr.de/6668/
Document Type:Conference or Workshop Item (Paper)
Title:Real-time Recognition and Reidentification of Vehicles from Video Data with high Reidentification Rate
Authors:
AuthorsInstitution or Email of AuthorsAuthors ORCID iD
Woesler, RichardUNSPECIFIEDUNSPECIFIED
Date:2004
Journal or Publication Title:Proceedings of the 8th World Multiconference on Systemics, Cybernetics and Informatics (SCI 2004)
Refereed publication:Yes
Open Access:Yes
Gold Open Access:No
In SCOPUS:No
In ISI Web of Science:No
Volume:6
Page Range:pp. 347-352
Editors:
EditorsEmail
Callaos, N.UNSPECIFIED
Publisher:IIIS
ISBN:980-6560-13-2
Status:Published
Keywords:video, image processing, recognition of vehicles, reidentification of vehicles, real-time, cameras, physical dimensions, color, 3D model, travel times, simulated large camera distances
Event Title:SCI 2004 - 8th World Multiconference on Systemics, Cybernetics, and Informatics
Event Location:Orlando (USA)
Event Type:international Conference
Event Dates:2004.07.18 - 2004.07.21
Organizer:III International Institute of Informatics and Systemics
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Transport
HGF - Program Themes:other
DLR - Research area:Transport
DLR - Program:V - no assignment
DLR - Research theme (Project):V - no assignment
Location: Berlin-Adlershof
Institutes and Institutions:Institute of Transport Research
Deposited By: Dumong, Andrea
Deposited On:17 Nov 2005
Last Modified:31 Jul 2019 19:14

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