Real-time Lane-wise Traffic Monitoring in Optimal ROIs
<|reference_start|>Real-time Lane-wise Traffic Monitoring in Optimal ROIs: In the US, thousands of Pan, Tilt, and Zoom (PTZ) traffic cameras monitor highway conditions. There is a great interest in using these highway cameras to gather valuable road traffic data to support traffic analysis and decision-making for highway safety and efficient traffic management. However, there are too many cameras for a few human traffic operators to effectively monitor, so a fully automated solution is desired. This paper introduces a novel system that learns the locations of highway lanes and traffic directions from these camera feeds automatically. It collects real-time, lane-specific traffic data continuously, even adjusting for changes in camera angle or zoom. This facilitates efficient traffic analysis, decision-making, and improved highway safety.<|reference_end|>
@article{qiu2024real-time,
    title={Real-time Lane-wise Traffic Monitoring in Optimal ROIs},
    author={Mei Qiu, Wei Lin, Lauren Ann Christopher, Stanley Chien, Yaobin Chen,
  Shu Hu},
    journal={arXiv preprint arXiv:2404.15212},
    year={2024},
    archivePrefix={arXiv},
    eprint={2404.15212},
    primaryClass={cs.CV eess.IV}
}