DocumentCode :
1966829
Title :
Traffic flow control using artificial vision techniques
Author :
Ospina, Edwin ; Tascon, Eliana ; Valencia, Juan ; Madrigal, Carlos
Author_Institution :
Inst. Tecnol. Metropolitano, Medellín, Colombia
fYear :
2011
fDate :
4-6 May 2011
Firstpage :
1
Lastpage :
4
Abstract :
In this paper the design and development of an application that aims to detect and estimate the number of vehicles on a road intersection are presented, in order to maximize the traffic light functioning, so that the waiting time depends on the traffic needs. First, a selection process of the interest region is applied to the image sequences, multiplying a mask image with the original image to focus the segmentation in this region. Then, it is segmented by an iterative algorithm, which estimates the background to offset the light intensity variation, it extracts the objects on the road and, through morphological processing, removes the small lines and shapes. Finally, an analysis based on obtained contours areas calculation and addition, which compared with an experimentally obtained rate, determines the road occupation level, and controls the traffic lights status, based on this occupancy level. In experiments with different video sequences the proposed algorithm allows to control the traffic lights status by 95%, adequately.
Keywords :
computer vision; control engineering computing; feature extraction; image segmentation; image sequences; iterative methods; road traffic; traffic engineering computing; artificial vision techniques; image sequences; iterative algorithm; light intensity variation; mask image multiplication; morphological processing; object extraction; region segmentation; road intersection; traffic flow control; traffic light functioning; traffic light status control; video sequences; Equations; Histograms; Image segmentation; Lighting; Mathematical model; Roads; Vehicles; digital image processing; road intersection; traffic flow; traffic light;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computing Congress (CCC), 2011 6th Colombian
Conference_Location :
Manizales
Print_ISBN :
978-1-4577-0285-3
Type :
conf
DOI :
10.1109/COLOMCC.2011.5936289
Filename :
5936289
Link To Document :
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