Title :
Smart traffic control system with application of image processing techniques
Author :
Hasan, Md Maodudul ; Saha, Gobinda ; Hoque, Aminul ; Majumder, Md Badruddoja
Author_Institution :
Dept. of Electr. & Electron. Eng., Bangladesh Univ. of Eng. & Technol., Dhaka, Bangladesh
Abstract :
In this paper we propose a method for determining traffic congestion on roads using image processing techniques and a model for controlling traffic signals based on information received from images of roads taken by video camera. We extract traffic density which corresponds to total area occupied by vehicles on the road in terms of total amount of pixels in a video frame instead of calculating number of vehicles. We set two parameters as output, variable traffic cycle and weighted time for each road based on traffic density and control traffic lights in a sequential manner.
Keywords :
control engineering computing; road traffic control; traffic engineering computing; video signal processing; image processing techniques; smart traffic control system; traffic congestion determination method; traffic density; traffic lights control; traffic signals control; variable traffic cycle; video camera; video frame; weighted time; Cameras; Image edge detection; MATLAB; Mathematical model; Roads; Vehicles;
Conference_Titel :
Informatics, Electronics & Vision (ICIEV), 2014 International Conference on
Conference_Location :
Dhaka
Print_ISBN :
978-1-4799-5179-6
DOI :
10.1109/ICIEV.2014.6850751