Title :
An Implementation of Moving Object Detection, Tracking and Counting Objects for Traffic Surveillance System
Author :
Brahme, Yoginee B. ; Kulkarni, P.S.
Author_Institution :
Comp. Sci. & Eng. Dept., R.C.E.R.T., Chandrapur, India
Abstract :
Moving vehicle detection in digital image sequences is one of the key technologies of Intelligent Transportation Systems (ITS). Traffic Surveillance System is being more and important with the enlarging of urban scale and increasing number of vehicles. This Paper presents an intelligent vehicle counting method based on blob analysis in traffic surveillance. The algorithm is composed of moving object segmentation, blob analysis, and tracking. By analyzing the blob of vehicles, the meaningful features are extracted. In addition, the speed of each vehicle and the vehicle flow through a predefined area can be calculated by analyzing blobs of vehicles. The experimental results show that the proposed system can provide useful information for traffic surveillance. We analyze the procedure of video-based traffic congestion system and divide it into graying, binarization, denoising and moving target detection. The system first reads video and converts them into grayscale images. We also put forward a Boundary block detection algorithm with noise reduction to identify the moving objects.
Keywords :
automated highways; image denoising; image motion analysis; image segmentation; image sequences; object detection; object tracking; video signal processing; binarization; blob analysis; denoising; digital image sequences; graying; intelligent transportation systems; moving object detection; moving object segmentation; moving object tracking; moving vehicle detection; noise reduction; object counting; traffic surveillance system; video based traffic congestion system; Image color analysis; Image segmentation; Object detection; Surveillance; Traffic control; Vehicles; Background Substraction; Binarization; Boundary Detection; Counting Vehicles; Detection Of Moving Vehicles(Object Detection); Finding Speed;
Conference_Titel :
Computational Intelligence and Communication Networks (CICN), 2011 International Conference on
Conference_Location :
Gwalior
Print_ISBN :
978-1-4577-2033-8
DOI :
10.1109/CICN.2011.28