Detecção Automática de Avanço de Semáforo Vermelho Através de Câmeras Veiculares (Automatic Detection of Red Light Running Using Vehicular Cameras)

Rafael Henrique Brasil (rafaelhbrasil@yahoo.com.br)1, Alexei Manso Correa Machado (alexeimcmachado@gmail.com)1


1Pontifícia Universidade Católica de Minas Gerais

This paper appears in: Revista IEEE América Latina

Publication Date: Jan. 2017
Volume: 15,   Issue: 1 
ISSN: 1548-0992


Abstract:
Red light running is a very common traffic violation. Nowadays, vehicles running red traffic lights are detected by sensors fixed on the streets. However a very small percentage of all traffic lights is equipped with such sensors. For this reason, this work proposes a red light running detection system that analyzes the video captured by a camera inside the vehicle. The goal of the proposed algorithm is to monitor the behavior of drivers in public transportation, without any intervention in driving itself, but rather acting in an educational way. Tests are performed using publicly available benchmark videos and other recordings taken in the traffic of a large city. The results are compared based on the execution time, accuracy and error rates. The video processing took less than one tenth of the video duration and the accuracy was up to 96%.

Index Terms:
Red light running detection, vehicular cameras, video processing   


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