Title :
Is FPGA a suitable platform for advanced video surveillance systems?
Author :
Kryjak, Tomasz ; Komorkiewicz, Mateusz ; Gorgon, Marek
Author_Institution :
AGH Univ. of Sci. & Technol., Krakow, Poland
Abstract :
In the demo four video surveillance algorithms implemented on an FPGA platform, running in real-time are presented: detecting intrusions into protected areas, camera tamper detection, head and shoulders detection using LBP and SVM and head, people and bicycles detection using HOG and SVM.
Keywords :
bicycles; field programmable gate arrays; object detection; security of data; support vector machines; traffic engineering computing; video signal processing; video surveillance; FPGA platform; HOG; LBP; SVM; advanced video surveillance systems; bicycles detection; camera tamper detection; head detection; intrusion detection; people detection; shoulders detection; Cameras; Field programmable gate arrays; Head; Object detection; Real-time systems; Support vector machines; Video surveillance; FPGA; HOG; SVM; advanced video surveillance; background generation; camera tamper; object detection;
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
