Vehicle detection and counting from a video frame

• Published in: 2008 International Conference on Wavelet Analysis and Pattern Recognition Vol. 1; pp. 356 - 361
• Main Authors: Pornpanomchai, C., Liamsanguan, T., Vannakosit, V.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.08.2008
• Subjects: Cameras; Digital Image Processing; Image processing; Multimedia; Multimedia communication; Roads; Streaming media; Vehicle counting; Vehicle detection; Vehicles
• ISBN: 9781424422388; 1424422388
• ISSN: 2158-5695
• DOI: 10.1109/ICWAPR.2008.4635804

The research intends to develop the vehicle detection and counting system using image processing. Overall works are software development of a system that requires a video stream and capture to a video frame. They consist of the following components: background road without any moving vehicle and the frame with moving vehicles. The system is designed to find the differentiation which is the moving vehicles and find the number of moving vehicles from the video frame. The vehicle detection and counting system consists of four major components: 1) image acquisition, 2) image analysis, 3) object detection and counting, and 4) Display Result The experiment has been conducted in order to access the following qualities: 1) Usability, to prove that the system can determine vehicle detection and counting under the specific condition lay out. 2) Efficiency, to show that the system can work with high accuracy.