Document Details

Document Type : Thesis 
Document Title :
Extraction of Traffic Parameters Using Image Processing Techniques
إستخلاص بارامترات المرور باستخدام أساليب معالجة الصور
 
Subject : Faculty of Computing and Information Technology 
Document Language : Arabic 
Abstract : In this research, we introduced a new technique based on time and distance histograms from which we determined different traffic parameters such as traffic flow rate, average speed, and queue length. This technique although taking a lot of time, it is novel in its simplicity and generality. Many problems have been solved such as Automatic Detection of the Region of Interest (ADROI), automatic detection of camera orientation, and image to real scaling using moving objects average properties. Inverse Perspective Mapping (IPM) has been performed using a simple technique based on the geometry of the region of interest. The generated Vehicle Tracking Diagram (VTD) gave a whole view of the traffic flow in the region of interest within a time period that can be specified depending on the application in which it will be used. Using the VTD we can visualize the vehicle trajectories, vehicle speeds and traffic flow rate. By applying different image processing techniques such as edge detection and Hough transform different traffic parameters has been deduced. The system has been implemented using matlab. The results were encouraging and the system can be considered as a base-prototype for more research and more processing to be done to enhance the speed and get more accurate results in the future work. 
Supervisor : dr. Gebrael Al Ameen Abo Samra 
Thesis Type : Master Thesis 
Publishing Year : 1431 AH
2010 AD 
Added Date : Monday, June 7, 2010 

Researchers

Researcher Name (Arabic)Researcher Name (English)Researcher TypeDr GradeEmail
عمر أحمد عبد القادرAbdul Kader, Omar AhmedResearcherMaster 

Files

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 26952.pdf pdf 

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