International Journal of Scientific Research and Engineering Development( International Peer Reviewed Open Access Journal ) ISSN [ Online ] : 2581 - 7175 |
Video Based Vehicle Detection, Tracking, Counting and Classification System
International Journal of Scientific Research and Engineering Development (IJSRED) | ||
Published Issue : Volume-3 Issue-4 | ||
Year of Publication : 2020 | ||
Unique Identification Number : IJSRED-V3I4P146 | ||
Authors : Aditi D. Lotliker, Amit Patil | ||
MLA Style: Aditi D. Lotliker, Amit Patil"Video Based Vehicle Detection, Tracking, Counting and Classification System" International Journal of Scientific Research and Engineering Development (IJSRED) Vol3-Issue4 | 1374-1378.
APA Style: Aditi D. Lotliker, Amit Patil. Video Based Vehicle Detection, Tracking, Counting and Classification System. International Journal of Scientific Research and Engineering Development (IJSRED) Vol3-Issue4 | 1374-1378.
Abstract :
Traffic analysis and vehicle detection and counting processes provide appropriate information about traffic flow, vehicle crash occurrences on roadways. In this paper, we have proposed a study on vision based counting and classification system of vehicles on moving objects. In this system it requires tracking of individual vehicles. The system involves capturing of video frames to perform background subtraction for background and foreground subtraction in order to detect and track. Here we classify the vehicles as light transport vehicle and heavy transport vehicle. The classification of the vehicles is done by comparing the contour areas to the assumed values. The total count of the number of vehicles passed through the path of choice will be displayed and classified as light transport vehicle (LTV) or heavy transport vehicle (HTV). The method performance for vehicle count was evaluated.