DocumentCode
580510
Title
FPGA implementation of camera tamper detection in real-time
Author
Kryjak, Tomasz ; Komorkiewicz, Mateusz ; Gorgon, Marek
Author_Institution
AGH Univ. of Sci. & Technol., Krakow, Poland
fYear
2012
fDate
23-25 Oct. 2012
Firstpage
1
Lastpage
8
Abstract
Video surveillance systems are becoming very common nowadays. Cameras installed in many places are exposed to sabotage or tampering. This can be done by covering the camera lens, changing the focus of the camera lens or changing the camera position to prevent proper registration of the surveilled area. This paper describes a hardware implementation of a system that can detect these kind of events. The algorithm is based on background modelling, histograms comparison, edges comparison and analysis of the image´s average brightness. In was described in a hardware description language in a pipeline manner and implemented in an FPGA device. Real-time processing of a video stream with a resolution of 640×480@60 frames per second was achieved. Tests performed on several sequences demonstrated the usefulness of the presented solution.
Keywords
edge detection; field programmable gate arrays; image registration; video streaming; video surveillance; FPGA implementation; average brightness; background modelling; camera lens; camera tamper detection; edges comparison; hardware description language; hardware implementation; histograms comparison; real-time processing; video stream; video surveillance systems; Analytical models; Cameras; Field programmable gate arrays; Hardware; Histograms; Image edge detection; Mathematical model; FPGA; background generation; camera sabotage detection; camera tampering detection; real-time video processing;
fLanguage
English
Publisher
ieee
Conference_Titel
Design and Architectures for Signal and Image Processing (DASIP), 2012 Conference on
Conference_Location
Karlsruhe
Print_ISBN
978-1-4673-2089-4
Electronic_ISBN
978-2-9539987-4-0
Type
conf
Filename
6385386
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