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Vehicle detection and counting system for real-time traffic surveillance

机译：用于实时交通监控的车辆检测和计数系统

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摘要

In this paper we are considering road situation analysis tasks for traffic control and ensuring safety. The following image processing algorithms are proposed: vehicle detection and counting algorithm, road marking detection algorithm. The algorithms are designed to process images obtained from a stationary camera. The developed vehicle detection and counting algorithm was implemented and tested also on an embedded platform of smart cameras. The results of experimental research of proposed algorithms are presented.

机译：在本文中，我们正在考虑进行交通控制和确保安全的路况分析任务。提出了以下图像处理算法：车辆检测和计数算法，道路标记检测算法。该算法旨在处理从固定式摄像机获得的图像。所开发的车辆检测和计数算法也在智能相机的嵌入式平台上实施和测试。给出了所提出算法的实验研究结果。

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《》|2018年|1-4|共4页
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Boris A. Alpatov; Pavel V. Babayan; Maksim D. Ershov;
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关键词
Roads; Vehicle detection; Traffic control; Real-time systems; Object detection; Smart cameras;

机译：道路;车辆检测;交通控制;实时系统;物体检测;智能相机;

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专利

1. A Real-Time Vision System for Nighttime Vehicle Detection and Traffic Surveillance [J] . Chen Y.-L., Wu B.-F., Huang H.-Y., Industrial Electronics, IEEE Transactions on . 2011,第5期

机译：用于夜间车辆检测和交通监控的实时视觉系统
2. Vehicle flow detection in real-time airborne traffic surveillance system [J] . Xiling Luo, Yanxiong Wu, Yan Huang, Transactions of the Institute of Measurement and Control . 2011,第7期

机译：实时空中交通监控系统中的车辆流量检测
3. A real-time computer vision system for vehicle tracking and traffic surveillance [J] . Benjamin Coifman, David Beymer, Philip McLauchlan Transportation research. Part C . 1998,第4期

机译：用于车辆跟踪和交通监控的实时计算机视觉系统
4. A Robust, Low-Complexity Real-Time Vehicle Counting System For Automated Traffic Surveillance [C] . Arun Varghese, G Sreelekha National Conference on Communications . 2020

机译：强大，低复杂度的实时车辆计数系统，用于自动交通监控
5. Developing an image sensor system (ISENS) for real-time traffic surveillance using online CCTV videos. [D] . Lee, Woochul. 2006

机译：开发使用在线CCTV视频进行实时交通监控的图像传感器系统（ISENS）。
6. Robust Vehicle Detection and Counting Algorithm Adapted to Complex Traffic Environments with Sudden Illumination Changes and Shadows [O] . Yue Chen, Wusheng Hu 2020

机译：适用于光照变化和阴影突然变化的复杂交通环境的鲁棒车辆检测和计数算法
7. Real-Time Detection and Tracking of Vehicle Base Fronts for Measuring Traffic Counts and Speeds on Highways [O] . Neeraj K. Kanhere, Stanley T. Birchfield, Wayne A. Sarasua, 2006

机译：实时检测和跟踪车辆前缘，以测量高速公路上的交通流量和速度
8. Camera Positioning and Calibration Techniques for Integrating Traffic Surveillance Video Systems with Machine-Vision Vehicle Detection Devices [R] . Smith, B. L., Pack, M. L. 2002

机译：用于将交通监控视频系统与机器视觉车辆检测设备集成的摄像机定位和校准技术

Vehicle detection and counting system for real-time traffic surveillance

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