NDLI: Surveillance Event Interpretation Using Generalized Stochastic Petri Nets

Content Provider	IEEE Xplore Digital Library
Author	Borzin, A. Rivlin, E. Rudzsky, M.
Copyright Year	2007
Description	Author affiliation: Technion - Israel Inst. of Technol., Haifa (Borzin, A.; Rivlin, E.; Rudzsky, M.)
Abstract	In this paper we present video event representation and recognition approaches that are based on Generalized Stochastic Petri Nets (GSPN). Along with the typical modeling capabilities of GSPN for video recognition, we propose to integrate the Petri net marking analysis for better scene understanding. This work focuses on behavior modeling and uses the results of an external module for object detection, tracking and classification. The proposed approach is evaluated using the developed surveillance system which can recognize events from videos and give a textual expression for the detected behavior. The experimental results illustrate the ability of the system to create complex spatiotemporal relations and to recognize the behavior of one or multiple objects in various video scenes.
Starting Page	4
Ending Page	4
File Size	3306779
Page Count	1
File Format	PDF
ISBN	076952818X
DOI	10.1109/WIAMIS.2007.79
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2007-06-06
Publisher Place	Greece
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Event detection Petri nets Stochastic processes GSPN analysis marking Bayesian methods Layout Hidden Markov models Object detection Video surveillance Robustness video event representation and video event recognition. Spatiotemporal phenomena
Content Type	Text
Resource Type	Article

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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