一种利用未标定的道路摄像头动态测量车速的新技术

Ew Cathey, D. Dailey
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引用次数: 86

摘要

华盛顿州交通运输部(WSDOT)在西雅图周围的高速公路和主干道上部署了数百个闭路电视交通监控摄像头,用于监控拥堵情况。然而,这些相机没有经过校准,可以平移、倾斜和缩放。本文提出了一种新的方法来自动计算这些相机足够的校准信息,使它们能够产生可靠的速度估计。该方法采用矫直技术去除透视效果,采用相关技术建立必要的尺度因子。利用序列直线型视频帧之间的时间相关性进行鲁棒速度估计。
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A novel technique to dynamically measure vehicle speed using uncalibrated roadway cameras
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.
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