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.
@article{arxiv.1003.6052,
title = {Development of an automated Red Light Violation Detection System (RLVDS) for Indian vehicles},
author = {Satadal Saha and Subhadip Basu and Mita Nasipuri and Dipak Kumar Basu},
journal= {arXiv preprint arXiv:1003.6052},
year = {2015}
}
Comments
National Conference on Computing and Communication Systems (COCOSYS-09)