DocumentCode
1942402
Title
A novel technique to dynamically measure vehicle speed using uncalibrated roadway cameras
Author
Cathey, EW ; Dailey, D.J.
Author_Institution
Dept. of Electr. Eng., Washington Univ., Seattle, WA, USA
fYear
2005
fDate
6-8 June 2005
Firstpage
777
Lastpage
782
Abstract
The Washington State Department of Transportation (WSDOT) has a network of several hundred CCTV traffic surveillance cameras deployed on the freeways and arterials around Seattle for congestion monitoring. However, these cameras are not calibrated and can be panned, tilted and zoomed. This paper presents a novel method of automatically computing enough calibration information for these cameras so that they can produce reliable speed estimates. The method presented uses a straightening technique to remove perspective effects and a correlation technique to establish the necessary scale factor. Temporal correlation between sequential straightened frames of video is used to make robust speed estimates.
Keywords
automated highways; calibration; closed circuit television; image sequences; road vehicles; surveillance; velocity measurement; video cameras; CCTV traffic surveillance camera; Washington State Department of Transportation; calibration; closed circuit television; congestion monitoring; sequential straightened video frame; temporal correlation; uncalibrated roadway camera; vehicle speed estimation; Calibration; Cameras; Monitoring; Road vehicles; Robustness; Surveillance; Telecommunication traffic; Traffic control; Transportation; Velocity measurement;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Vehicles Symposium, 2005. Proceedings. IEEE
Print_ISBN
0-7803-8961-1
Type
conf
DOI
10.1109/IVS.2005.1505199
Filename
1505199
Link To Document