Vehicles Behavior Analysis for Abnormality detection by Multi-View Monitoring
Journal Title: International Research Journal of Applied and Basic Sciences - Year 2015, Vol 9, Issue 11
Abstract
This paper proposes an unsupervised abnormality detection method using a distributed video surveillance system in an intersection. Among the most important researches in intelligent transportation systems, especially in field of urban traffic management, automatically intersection flow monitoring is one of the critical and challenging tasks. The main focus of this paper is to analyse activities at intersection in number of traffic zones for detecting and classifying vehicles and then tracking to extract traffic flows which assists in abnormality detection. Traffic zones definition in intersection video, based on trajectories clustering; greatly reduce the time and volume of computations. The proposed work addresses abnormality detection by means of vehicles trajectory analysis based on support vector machine (SVM). In surveillance systems, trajectories analysis helps to extract abnormal behaviours. By using multiple views of cameras, uniform tracking configuration is suited approach to remove occlusion and extract abnormal vehicles behaviour more accurately and can enhances the capability and performance of behaviour analysis.
Authors and Affiliations
Peyman Babaei| Department of Computer, West Tehran Branch, Islamic Azad University, Tehran, Iran, email: Babaei.p@wtiau.ac.ir
Keywords
Related Articles
- EP ID EP7183
- DOI -
- Views 379
- Downloads 21
Study of Effective Factors Encouraging Walnut Insurance in theTuyserkanGardeners
This study seeking effective factors encouraging walnut insurance in the Tuyserkan gardeners. The research is applied and is a way to implement the cross-correlation. It using questionnaire survey was conducted. The soci...
Modelling and upper bound analysis of involute spur gear precision forging
Geometric modelling of involute spur gears, precision forging process simulation and upper bound analysis are the subjects of this paper. Computer programs for the geometric modelling have been written with Visual Basic...
Do market information procedures improve venture performance?
Some researchers claim that entrepreneurs do not need official procedure to collect and use market information; others suggest that the use of official market information procedure is positively connected to firm perform...
Numerical analysis of K0 to tunnels in rock masses exhibiting strain-softening behaviour (Case study in Sardasht dam tunnel, NW Iran)
This paper presents the results of numerical analysis of K0 (h/v) to tunnels excavated in rock masses obeying Hoek–Brown failure criterion with strain-softening post-failure behaviour. The numerical analysis was invest...
Feasibility athletic abilities nature (ecotourism, sports) West Mazandaran using SWOT analysis
The present study investigated the feasibility of nature guides abilities Sports (Sports ecotourism) West Mazandaran using SWOT analysis (swot) was performed. The research is all the tourists who have used the services a...