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 395
- Downloads 21
Presenting the proposed model of network capabilities as a means to improve the management and connectivity customer in the context of information technology
A relationship and information model is a proposal model in Customer Relationship Management (CRM) that develops the used substructure for effective and stable relationship between the customer and organization. In here,...
The study of the relationship between visual advertising and changing the tendency toward purchasing domestic products
The main purpose of this research is getting to the relationship between the audiences and catching their attention by watching the commercial advertising, increasing their desire to have the stuffs which were advertised...
Benthonic Foraminiferal Assemblages, Microfacies Analysis And Sedimentary Model Of Ziarat Formation, Someah –E- Pain Area (Central Iran Province, NW Iran)
Ziarat Formation in western north of Iran and in Central Iran Province and under zone of Alborz-Azerbaijan includes large benthic foraminifera . Based on paleontological studies and investigation of fossil accumulations...
Assessment of changes in elasticity module and soil Poisson’s Ratio on applied forces to tunnel lining during seismic loading
Since one of the major problems in developing the urban areas is heavy traffic, using underground spaces such as, subways is one of the priorities in densely populated cities. Thus, excavating subway tunnels by T.B.Ms in...
genetic principles and persuasive methods of quran
Quran is the human's life charter that includes three attributes of worldly, eternity, and universality. So it should be based on irrepealable, knowledgeable, and commitment principles. Only that knowledge is irrepealabl...