DocumentCode :
1395575
Title :
Compensating Background for Noise due to Camera Vibration in Uncalibrated-Camera-Based Vehicle Speed Measurement System
Author :
Nguyen, Thuy Tuong ; Pham, Xuan Dai ; Song, Ji Ho ; Jin, Seunghun ; Kim, Dongkyun ; Jeon, Jae Wook
Author_Institution :
Sch. of Inf. & Commun. Eng., Sungkyunkwan Univ., Suwon, South Korea
Volume :
60
Issue :
1
fYear :
2011
Firstpage :
30
Lastpage :
43
Abstract :
Vision-based vehicle speed measurement (VSM) is one of the most convenient methods available in intelligent transportation systems. Existing methods use an uncalibrated camera to measure vehicle speed, but they do not consider the possibility of camera vibration that leads to poor measurement results. This paper considers the issue when the camera is tilted downward and mounted at a fixed location on a bridge crossing the target street. The camera may vibrate due to wind or bridge movement. A vision-based speed measurement system is described in this paper, along with the vertical-and-horizontal-histogram-based method, which is used to compensate the background of an incoming image. This novel method is utilized to eliminate noise coming from the displacement between an incoming image and a background image that is caused by camera vibration over time. Moreover, a method is presented to automatically detect the vanishing point based on the Hough transform and quadtree. Experimental comparisons of the system to those of the vehicle´s own speedometer show that the proposed approach yields a satisfactory estimate of vehicle speed.
Keywords :
Hough transforms; cameras; image denoising; quadtrees; traffic engineering computing; velocity measurement; vibrations; Hough transform; VSM; background compensatiom; background image; camera vibration; incoming image; intelligent transportation systems; noise elimination; quadtree; uncalibrated camera-based vehicle speed measurement system; vertical-and-horizontal-histogram-based method; vision-based vehicle speed measurement; Bridges; Cameras; Noise; Pixel; Roads; Vehicles; Velocity measurement; Background compensation; camera vibration; hough transform; vanishing point; vehicle speed measurement (VSM);
fLanguage :
English
Journal_Title :
Vehicular Technology, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9545
Type :
jour
DOI :
10.1109/TVT.2010.2096832
Filename :
5658172
Link To Document :
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