为印度车辆开发自动闯红灯检测系统(RLVDS)
Development of an automated Red Light Violation Detection System (RLVDS) for Indian vehicles
摘要:
印度各城市目前正在实施综合交通管理系统,主要是为了解决道路安全和安保问题。自动冲红灯侦测系统是该系统的一部分。在我们目前的工作中,我们已经设计和开发了一个完整的系统,用于生成所有的停车线违反车辆图像自动从路边监控摄像机的视频快照的列表。该系统首先为每个摄像机视图生成自适应背景图像,从相应的背景图像中减去捕获的图像,并分析交通信号中停车线上的潜在遮挡。考虑到在现实生活中的测试环境中的全天候操作,所开发的系统可以成功地跟踪92%的图像的车辆与违规的停止线上的“红色”交通信号。
英文摘要:
Integrated Traffic Management Systems (ITMS) are now implemented in different cities in India to primarily address the concerns of road-safety and security. An automated Red Light Violation Detection System (RLVDS) is an integral part of the ITMS. In our present work we have designed and developed a complete system for generating the list of all stop-line violating vehicle images automatically from video snapshots of road-side surveillance cameras. The system first generates adaptive background images for each camera view, subtracts captured images from the corresponding background images and analyses potential occlusions over the stop-line in a traffic signal. Considering round-the-clock operations in a real-life test environment, the developed system could successfully track 92% images of vehicles with violations on the stop-line in a "Red" traffic signal.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。