DocumentCode :
604238
Title :
FPGA-based video system for real time moving object detection
Author :
Lopez-Bravo, A. ; Diaz-Carmona, J. ; Ramirez-Agundis, A. ; Padilla-Medina, A. ; Prado-Olivarez, J.
Author_Institution :
Electron. Eng. Dept., Technol. Inst. of Celaya, Celaya, Mexico
fYear :
2013
fDate :
11-13 March 2013
Firstpage :
92
Lastpage :
97
Abstract :
Real time detection of moving objects from a video sequence has become an important role in computer vision field. Applications such as traffic control systems, surveillance systems, robotics vision and even more complex tasks such as human face recognition are currently subject of research. Although for some limited video applications the real time movement detection through a serial processor-based system represents a good solution, the use of the inherently concurrent processing and reconfigurability of FPGA´s can be substantially beneficial in processing video algorithms for frames with high resolution. This paper describes the design of a background image subtraction method and its FPGA implementation for detecting a moving object in surveillance video applications with high resolution frames. As proposed system input is a video signal with a resolution of 720 × 480 pixels, and as system output is the frame zone where object movement is taking place. Although the described system is for one object movement, the proposed processing algorithm can be extended for the detection of more objects. According to obtained experimental results the proposed system represents a good option for real time detection of object movements with a speed up to 3 m/s.
Keywords :
computer vision; field programmable gate arrays; object detection; real-time systems; reconfigurable architectures; video signal processing; video surveillance; FPGA reconfigurability; FPGA-based video system; background image subtraction; computer vision field; high resolution frames; object movement; real time movement detection; real time moving object detection; serial processor-based system; surveillance video applications; video algorithms; video sequence; video signal resolution; Field programmable gate arrays; Hardware; Image color analysis; Image resolution; Random access memory; Real-time systems; Streaming media; FGPA; Moving object detection; Video processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electronics, Communications and Computing (CONIELECOMP), 2013 International Conference on
Conference_Location :
Cholula
Print_ISBN :
978-1-4673-6156-9
Type :
conf
DOI :
10.1109/CONIELECOMP.2013.6525766
Filename :
6525766
Link To Document :
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