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Multi-Stage Video Analysis Framework

Abstract

The chapter is organized as follows. Section 2 presents the general structure of the proposed framework and a method of data exchange between system elements. Section 3 is describing the low-level analysis modules for detection and tracking of moving objects. In Section 4 we present the object classification module. Sections 5 and 6 describe specialized modules for detection and recognition of faces and license plates, respectively. In section 7 we discuss how video analysis results provided by other modules may be used for automatic detection of events related to possible security threats. The chapter ends with conclusions and discussion of future framework development.

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Category:
Monographic publication
Type:
rozdział, artykuł w książce - dziele zbiorowym /podręczniku w języku o zasięgu międzynarodowym
Title of issue:
Video Surveillance strony 147 - 171
Language:
English
Publication year:
2011
Bibliographic description:
Czyżewski A., Szwoch G., Dalka P., Szczuko P., Ciarkowski A., Ellwart D., Merta T., Łopatka K., Kulasek Ł., Wolski J.: Multi-Stage Video Analysis Framework// Video Surveillance/ ed. ed. Weiyao Lin Rijeka, Chorwacja: InTech, 2011, s.147-171
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Gdańsk University of Technology

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