VIDEO-BASED VEHICLE DETECTION ON A TWO-WAY ROAD

The paper presents a method of vehicle detection on a two-way road. Vehicle detection is carried out on the basis of the video stream from the camera placed over a road. The input image sequence is created by consecutive frames taken from the video stream. Images from the input image sequence are pr...

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Main Author: Zbigniew CZAPLA
Format: Article
Language:English
Published: Silesian University of Technology 2016-09-01
Series:Scientific Journal of Silesian University of Technology. Series Transport
Subjects:
Online Access:http://sjsutst.polsl.pl/archives/2016/vol92/023_SJSUTST92_2016_Czapla.pdf
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author Zbigniew CZAPLA
author_facet Zbigniew CZAPLA
author_sort Zbigniew CZAPLA
collection DOAJ
description The paper presents a method of vehicle detection on a two-way road. Vehicle detection is carried out on the basis of the video stream from the camera placed over a road. The input image sequence is created by consecutive frames taken from the video stream. Images from the input image sequence are processed individually one by one. A detection field is defined for each lane of the road. Images from the input image sequence are converted into point image representation. The sums of the edge points within the detection fields are calculated. States of the detection fields are determined on the basis of calculated sums of the edge points. Vehicles are detected by analysis of states of the detection fields. Experimental results are provided.
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spelling doaj.art-580e883fb3544fb1a94433f2c502e4162022-12-21T21:34:53ZengSilesian University of TechnologyScientific Journal of Silesian University of Technology. Series Transport0209-33242450-15492016-09-0192232910.20858/sjsutst.2016.92.3VIDEO-BASED VEHICLE DETECTION ON A TWO-WAY ROADZbigniew CZAPLAThe paper presents a method of vehicle detection on a two-way road. Vehicle detection is carried out on the basis of the video stream from the camera placed over a road. The input image sequence is created by consecutive frames taken from the video stream. Images from the input image sequence are processed individually one by one. A detection field is defined for each lane of the road. Images from the input image sequence are converted into point image representation. The sums of the edge points within the detection fields are calculated. States of the detection fields are determined on the basis of calculated sums of the edge points. Vehicles are detected by analysis of states of the detection fields. Experimental results are provided.http://sjsutst.polsl.pl/archives/2016/vol92/023_SJSUTST92_2016_Czapla.pdfvehicle detectiontwo-way roadimage processing
spellingShingle Zbigniew CZAPLA
VIDEO-BASED VEHICLE DETECTION ON A TWO-WAY ROAD
Scientific Journal of Silesian University of Technology. Series Transport
vehicle detection
two-way road
image processing
title VIDEO-BASED VEHICLE DETECTION ON A TWO-WAY ROAD
title_full VIDEO-BASED VEHICLE DETECTION ON A TWO-WAY ROAD
title_fullStr VIDEO-BASED VEHICLE DETECTION ON A TWO-WAY ROAD
title_full_unstemmed VIDEO-BASED VEHICLE DETECTION ON A TWO-WAY ROAD
title_short VIDEO-BASED VEHICLE DETECTION ON A TWO-WAY ROAD
title_sort video based vehicle detection on a two way road
topic vehicle detection
two-way road
image processing
url http://sjsutst.polsl.pl/archives/2016/vol92/023_SJSUTST92_2016_Czapla.pdf
work_keys_str_mv AT zbigniewczapla videobasedvehicledetectiononatwowayroad