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[42522] Artykuł: A Smart Camera for Traffic SurveillanceCzasopismo: Communications in Computer and Information Science, Springer, Cham Tom: 429, Strony: 1-15ISSN: 1865-0929 ISBN: 978-3-319-07569-3 Wydawca: SPRINGER-VERLAG BERLIN, HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY Opublikowano: Czerwiec 2014 Seria wydawnicza: Communications in Computer and Information Science Autorzy / Redaktorzy / Twórcy Grupa MNiSW: Materiały z konferencji międzynarodowej (zarejestrowane w Web of Science) Punkty MNiSW: 15 Klasyfikacja Web of Science: Proceedings Paper Pełny tekst DOI Web of Science Keywords: Intelligent camera  Surveillance system  Vehicle recognition  |
An intelligent surveillance system based on visual information gathered by smart cameras, aimed at traffic monitoring with emphasis on traffic events caused by cars, is presented in the paper. The system components and their capabilities for automatic detection and recognition of selected parameters of cars, as well as different aspects of system efficiency, are described and discussed in detail. Smart facilities for Make and Model Recognition (MMR), License Plate Recognition (LPR) and Color Recognition (CR), embedded in the system in the form of their individual software implementations, are analyzed and their recognition rates detailed. Finally, a discussion of the system’s efficiency as a whole, with an insight into possible future improvements, is included in the conclusion.