Title :
Prototype of an embedded system using Stratix III FPGA for vehicle detection and traffic management
Author :
Moutakki, Zakaria ; Ayaou, Tarik ; Afdel, Karim ; Amghar, Abdellah
Author_Institution :
Lab. MTI, Univ. Ibn Zohr, Agadir, Morocco
Abstract :
This paper presents a development of a system of management and control of traffic congestion, the role of this system is to alert decision makers at every moment of the threshold value reached by traffic congestion to take the necessary measures to resolve the problems that appear in traffic jams. One of the modules of that system presents an optimization of vision based vehicle detection and vehicle counting. In this module we will develop a program that detects the vehicles, counts them and calculates speed of each vehicle. The algorithms were implemented in the system using Intel OpenCV library for image processing. The second task in this work is the implementation of the algorithm using Stratix III FPGA, Raspberry Pi B and Raspberry Pi B Camera.
Keywords :
computer vision; embedded systems; field programmable gate arrays; object detection; road traffic control; traffic engineering computing; Intel OpenCV library; Raspberry Pi B camera; Stratix III FPGA; embedded system; image processing; system development; traffic congestion control; traffic congestion management; traffic jams; traffic management; vehicle counting; vision based vehicle detection optimization; Artificial neural networks; Cameras; Computational modeling; Field programmable gate arrays; Filtering; Image edge detection; Vehicles; Background subtraction; FPGA; Traffic congestion; Vehicle detection;
Conference_Titel :
Multimedia Computing and Systems (ICMCS), 2014 International Conference on
Conference_Location :
Marrakech
Print_ISBN :
978-1-4799-3823-0
DOI :
10.1109/ICMCS.2014.6911282