DocumentCode
256353
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
fYear
2014
fDate
14-16 April 2014
Firstpage
141
Lastpage
146
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Multimedia Computing and Systems (ICMCS), 2014 International Conference on
Conference_Location
Marrakech
Print_ISBN
978-1-4799-3823-0
Type
conf
DOI
10.1109/ICMCS.2014.6911282
Filename
6911282
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