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Modelling Object Behaviour in a Video Surveillnace System Using Pawlak's Flowgraph

Abstract

In this paper, methodology of acquisition and processing of video streams for the purpose of modelling object behaviour is presented. Multilevel contextual video processing was also mentioned. The Pawlak’s flowgraph is used as a container for the knowledge related to the behaviour of objects in the area supervised by a video surveillance system. Spatio-temporal dependencies in transitions between cameras can be easily changed in real-life situations. In order to cope with such fluctuating conditions, an adaptive algorithm is implemented. Consequently, as it was shown the flowgraph reacts faster to the occurring changes.

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Category:
Conference activity
Type:
publikacja w wydawnictwie zbiorowym recenzowanym (także w materiałach konferencyjnych)
Title of issue:
Multimedia Communications, Services and Security strony 122 - 136
Language:
English
Publication year:
2014
Bibliographic description:
Lisowski K., Czyżewski A.: Modelling Object Behaviour in a Video Surveillnace System Using Pawlak's Flowgraph// Multimedia Communications, Services and Security/ ed. Andrzej Dziech, Andrzej Czyżewski : Springer International Publishing, 2014, s.122-136
Verified by:
Gdańsk University of Technology

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