DocumentCode
2678487
Title
Detection of Traffic Congestion in Optical Remote Sensing Imagery
Author
Palubinskas, Gintautas ; Kurz, Franz ; Reinartz, Peter
Author_Institution
German Aerosp. Center DLR, Remote Sensing Technol. Inst., Wessling
Volume
2
fYear
2008
fDate
7-11 July 2008
Abstract
A new approach for the traffic congestion detection in time series of optical digital camera images is proposed. It is well suited to derive various traffic parameters such as vehicle density, average vehicle velocity, beginning and end of congestion, length of congestion or for other traffic monitoring applications. The method is based on the vehicle detection on the road segment by change detection between two images with a short time lag, the usage of a priori information such as road data base, vehicle sizes and road parameters and a simple linear traffic model based on the spacing between vehicles. The estimated velocity profiles for experimental data acquired by airborne optical remote sensing sensor - 3 K camera system - coincide quite well with the reference measurements.
Keywords
geophysical techniques; image processing; image sensors; remote sensing; road traffic; 3K camera system; airborne optical remote sensing sensor; average vehicle velocity; change detection; congestion length; experimental data acquisition; image processing; linear traffic model; optical digital camera images; reference measurements; road data base; road segment; time series; traffic congestion detection; traffic monitoring applications; vehicle density; vehicle detection; Condition monitoring; Digital cameras; Image segmentation; Optical sensors; Remote monitoring; Remote sensing; Road vehicles; Sensor systems; Traffic control; Vehicle detection; Optical remote sensing; change detection; congestion; time series images; traffic model;
fLanguage
English
Publisher
ieee
Conference_Titel
Geoscience and Remote Sensing Symposium, 2008. IGARSS 2008. IEEE International
Conference_Location
Boston, MA
Print_ISBN
978-1-4244-2807-6
Electronic_ISBN
978-1-4244-2808-3
Type
conf
DOI
10.1109/IGARSS.2008.4779019
Filename
4779019
Link To Document