视频图像处理系统:在交通运输中的应用

A. Chatziioanou, S. Hockaday, S. Kaighn, L. Ponce
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引用次数: 20

摘要

美国加州理工州立大学完成了对视频图像处理(VIP)系统在加州高速公路上进行交通监控和检测的潜力评估。该项目的第一阶段由加州交通部赞助,于1991年完成。在实验室条件下确定并测试了8个交钥匙和原型系统。结果表明,虽然当时没有测试过的系统准备好部署,但有几个系统需要在更现实的条件下进行进一步测试。该项目的第二阶段于1992年6月开始,最近完成。选择四个VIP系统进行扩展现场测试,以测量流量计数和速度的准确性、分类、可靠性、成本、设置和操作的便利性、图像质量、故障率和恢复的便利性。这些变量在特定条件下进行了定量和定性评估,包括照明变化、进出交通、摄像头角度、天气、振动和信号噪声的存在。本文介绍了第二阶段的现场测试结果和标准化图像处理系统的建议,以期最终在全州范围内实现交通检测。
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Video image processing systems: applications in transportation
California Polytechnic State University, USA, completed an assessment of the potential of using a video image processing (VIP) system for traffic surveillance and detection on California freeways. The first phase of the project, sponsored by the California Department of Transportation, was completed in 1991. Eight turnkey and prototype systems were identified and tested under laboratory conditions. The results showed, that while no system tested was ready for deployment at that time, several systems warranted further testing under more realistic conditions. The second phase of the project began in June 1992 and was completed recently. Four VIP systems were chosen for extended field testing to measure accuracy in traffic counts and speeds, classification, reliability, cost, ease of set-up and operation, image quality, failure rate, and ease of recovery. These variables were assessed quantitatively and qualitatively under specific conditions that included variations of lighting, approaching and departing traffic, camera angle, weather, vibration, and presence of signal noise. This paper presents the Phase II field test results and recommendations for standardizing image processing systems with a view toward eventual statewide implementation for traffic detection.
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