ACADSTAFF UGM

CREATION
Title : VEHICLE COUNTING AND VEHICLE SPEED MEASUREMENT BASED ON VIDEO PROCESSING
Author :

HARDY SANTOSA SUNDORO (1) Prof. Drs. Agus Harjoko, M.Sc., Ph.D. (2)
Date : 0 2016
Keyword : Blob Detection, Background Subtraction, Speed Gun,intelligent transportation system Blob Detection, Background Subtraction, Speed Gun,intelligent transportation system
Abstract : Vehicle counting system and vehicle speed measurement based on video processing are few of systems that utilize digital image processing system as a detector of a moving object such as a vehicle to do the counting and speed measurement. This system is an early stage in the development of Intelligent Transportation System. The methods used in this system are background subtraction with Gaussian Mixture Model (GMM) algorithm and blob detection. Background subtraction method is used because it is a method that can separate foreground and background smoothly and adaptive to the condition of the frame. The blob detection method provide the coordinates in the form of centroid so it will show the movement of the vehicle. System trials conducted on three conditions, namely in the morning, afternoon, and evening. Speed calibration testing parameters obtained with the use of a speed gun. The accuracy of vehicle counting obtained by the evaluation method system by comparing the real situation with the results of the system. The value of the vehicle speed measurement uncertainty obtained by using standard deviation calculations and the combined uncertainty. Vehicle counting accuracy obtained in the morning conditions is 75.69%. Vehicle counting accuracy obatined in the afternoon is 90.50%. Accuracy of counting vehicles obtained 85.31% in the evening. The value of the uncertainty around those conditions is approximately ± 3 km/h
Group of Knowledge : Ilmu Komputer
Original Language : English
Level : Internasional
Status :
Published
Document
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1 editor Journal of Theoretical and Applied Information Technology (JATIT)- Home page.pdf
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2 home Journal of Theoretical and Applied Information Technology (JATIT)- Home page.pdf
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3 toc Journal of Theoretical and Applied Information Technology - February 2016 Volume 84 No 2.pdf
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4 turnitin - VEHICLE COUNTING AND VEHICLE SPEED MEASUREMENT BASED ON VIDEO PROCESSING.pdf
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5 VEHICLE COUNTING AND VEHICLE SPEED.pdf
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6 PR VEHICLE COUNTING AND VEHICLE SPEED MEASUREMENT.pdf
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7 VEHICLE COUNTING AND VEHICLE SPEED MEASUREMENT BASED ON VIDEO PROCESSING.pdf
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