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Fast recognition and reidentification of vehicles from video data for different viewing directions

Woesler, Richard and Berres, Axel and Schlicker, Martin and Ernst, Ines (2003) Fast recognition and reidentification of vehicles from video data for different viewing directions. In: Applied Machine Vision (1800), pp. 49-58. Applied Machine Vision, 2003-10-21 - 2003-10-22, Stuttgart (Deutschland). ISBN 3-18-091800-4.

Full text not available from this repository.

Abstract

Traffic data can be obtained using video cameras. The data can be used, e.g., to optimise traffic flow by controlling traffic lights dynamically. In order to minimise the number of cameras it us useful to reidentify vehicles leaving ne 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 optimise traffic control. A method to reidentify vehicles based on extraction of 3D prototype vehicle models and on colour extraction from the top plne of vehicles is presented. Shadows and light refelctions on wet street are corrected, and therefore, the high recognition accuracy is achieved which is necessary to find the top plane of the vehicles. The algorithms are siutable for real-time applications.

Document Type:Conference or Workshop Item (Paper)
Additional Information:LIDO-Berichtsjahr=2003
Title:Fast recognition and reidentification of vehicles from video data for different viewing directions
Authors:
AuthorsInstitution or Email of Authors
Woesler, RichardUNSPECIFIED
Berres, AxelUNSPECIFIED
Schlicker, MartinUNSPECIFIED
Ernst, InesUNSPECIFIED
Date:2003
Journal or Publication Title:Applied Machine Vision
Refereed publication:Yes
In ISI Web of Science:No
Page Range:pp. 49-58
Editors:
EditorsEmail
VDI, UNSPECIFIED
Series Name:VDI-Berichte
ISBN:3-18-091800-4
Status:Published
Keywords:video data, real-time, traffic data extraction, vehicle recognition, vehicle reidentification, extraction of physical dimensions of vehicles, 3-d model based analysis, theory of hypothesis testing, high dimensional paramter space, extraction of vehicle color
Event Title:Applied Machine Vision
Event Location:Stuttgart (Deutschland)
Event Dates:2003-10-21 - 2003-10-22
Organizer:VDI
HGF - Research field:Aeronautics, Space and Transport (old)
HGF - Program:Transport
HGF - Program Themes:other
DLR - Research area:Transport
DLR - Program:V VR - Verkehrsforschung
DLR - Research theme (Project):UNSPECIFIED
Location: Berlin-Adlershof
Institutes and Institutions:Institute of Transport Research
Deposited By: Andrea Dumong
Deposited On:05 Jan 2006
Last Modified:06 Jan 2010 20:25

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