Quantitative comparison between trajectory estimates obtained from a binocular camera setup within a moving road vehicle and from the outside by a stationary monocular camera

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摘要

The image sequence evaluation system Xtrack detects, initializes, and tracks images of moving road vehicles in videosequences recorded at innercity traffic scenes by a stationary camera. An additional model-based vision system Ximage tracks road models in video sequences recorded from within a driving vehicle. Both systems produce the same kind of results (vehicle trajectories). We have established a link between Xtrack and Ximage which enables us to quantitatively compare trajectories of the same vehicle obtained independently by both systems for the same observed traffic situation.

论文关键词:Kalman-filtering,Model-based vision,Driver assistance,Traffic surveillance,Scene analysis

论文评审过程:Received 3 March 1999, Revised 28 August 1999, Accepted 14 September 1999, Available online 25 February 2000.

论文官网地址:https://doi.org/10.1016/S0262-8856(99)00038-4