Distributed Framework for Visual Event Detection in Parking Lot Area - Publikacja - MOST Wiedzy

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Distributed Framework for Visual Event Detection in Parking Lot Area

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The paper presents the framework for automatic detection of various events occurring in a parking lot basing on multiple camera video analysis. The framework is massively distributed, both in the logical and physical sense. It consists of several entities called node stations that use XMPP protocol for internal communication and SRTP protocol with Jingle extension for video streaming. Recognized events include detecting parking vehicles supplemented with parking place and vehicle identification. Event detection is based on low-level image processing consisting of moving object detection, tracking and classification. Front-end of the framework is formed by the operator console that presents results of the framework accompanied with video streams from selected cameras in the real time. Additionally, the operator console may be used to automatically aim any PTZ camera in the framework at the selected spot in video frames from fixed cameras and track moving objects as long as they move within the monitored area. The paper is concluded with the framework performance evaluation during real condition experiments.

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Kategoria:
Aktywność konferencyjna
Typ:
materiały konferencyjne indeksowane w Web of Science
Opublikowano w:
Communications in Computer and Information Science nr 149, strony 37 - 45,
ISSN: 1865-0929
Tytuł wydania:
Communications in Computer and Information Science. strony 37 - 45
Język:
angielski
Rok wydania:
2011
Opis bibliograficzny:
Dalka P., Szwoch G., Ciarkowski A..: Distributed Framework for Visual Event Detection in Parking Lot Area, W: Communications in Computer and Information Science., 2011, ,.
DOI:
Cyfrowy identyfikator dokumentu elektronicznego (otwiera się w nowej karcie) 10.1007/978-3-642-21512-4_5
Weryfikacja:
Politechnika Gdańska

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