DocumentCode
3040164
Title
An intelligent tracking and monitoring system based on SoPC
Author
Wang, Weike ; Zhang, Dexue ; Wu, Mengmeng ; Yan, Xiaoying
Author_Institution
Dept. of Inf. Sci. & Eng., Shandong Univ. of Sci. & Technol., Qingdao, China
Volume
3
fYear
2012
fDate
25-27 May 2012
Firstpage
760
Lastpage
764
Abstract
This paper proposes a way to implement moving target tracking and monitoring system based on System-on-Programmable-Chip (SoPC). This approach can improve the flexibility and reduce the over-reliance on host computers of the traditional embedded tracking and monitoring devices. An adaptive moving target extraction algorithm based on Gaussian model is introduced in this article and implemented in hardware-oriented ways, which improves the performance of the system. We construct a dual-core SoPC, respectively, to achieve moving target tracking and Linux-based real time video network transmissions. When operating, the Pan-Tilt-Zoom (PTZ) can drive the camera to track the moving target in sight. After testing, when the system operates at 100MHz with hardware acceleration, the time consumed of processing a video frame is about 37.32 milliseconds, and the speed can be accelerated for 41.70 times.
Keywords
Gaussian processes; feature extraction; knowledge based systems; multiprocessing systems; object detection; system-on-chip; target tracking; Gaussian model; Linux-based real time video network transmissions; adaptive moving target extraction algorithm; dual-core SoPC; intelligent monitoring system; intelligent tracking system; pan-tilt-zoom; system-on-programmable-chip; target monitoring; target tracking; Acceleration; Cameras; Hardware; IP networks; Monitoring; Streaming media; Target tracking; adaptive background updating algorithm; dual-core SoPC; hardware acceleration; target extraction;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Science and Automation Engineering (CSAE), 2012 IEEE International Conference on
Conference_Location
Zhangjiajie
Print_ISBN
978-1-4673-0088-9
Type
conf
DOI
10.1109/CSAE.2012.6273059
Filename
6273059
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