FPGA Based Embedded Implementation of Video Summary Generation Scheme in Smart Camera

Sanjay Singh; Srinivasa Murali Dunga; AS Mandal; Chandra Shekhar; Santanu Chaudhury

doi:10.4028/www.scientific.net/AMR.403-408.516

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HomeAdvanced Materials ResearchAdvanced Materials Research Vols. 403-408FPGA Based Embedded Implementation of Video...

FPGA Based Embedded Implementation of Video Summary Generation Scheme in Smart Camera

Abstract:

In any remote surveillance scenario, smart cameras have to take intelligent decisions to generate summary frames to minimize communication and processing overhead. Video summary generation, in the context of smart camera, is the process of merging the information from multiple frames. A summary generation scheme based on clustering based change detection algorithm has been implemented in our smart camera system for generating frames to deliver requisite information. In this paper we propose an embedded platform based framework for implementing summary generation scheme using HW-SW Co-Design based methodology. The complete system is implemented on Xilinx XUP Virtex-II Pro FPGA board. The overall algorithm is running on PowerPC405 and some of the blocks which are computationally intensive and more frequently called are implemented in hardware using VHDL. The system is designed using Xilinx Embedded Design Kit (EDK).

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Periodical:

Advanced Materials Research (Volumes 403-408)

Pages:

516-521

DOI:

https://doi.org/10.4028/www.scientific.net/AMR.403-408.516

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Online since:

November 2011

Authors:

Sanjay Singh, Srinivasa Murali Dunga, AS Mandal, Chandra Shekhar, Santanu Chaudhury

Keywords:

Change Detection, Embedded Implementation, Smart Camera, Video Summary Generation

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References

[1] R.J. Radke, S. Andra, O.A. Kofahi, and B. Roysam, Image change detection algorithms: a systematic survey, IEEE Trans. Image Processing, vol. 14, no. 3, pp.294-307, March (2005).

DOI: 10.1109/tip.2004.838698

Google Scholar

[2] D. E. Butler, V. M. B. Jr., and S. Sridharan, Real time adaptive foreground/background segmentation, EURASIP Journal on Applied Signal Processing, vol. 2005, issue 14, p.2292– 2304, (2005).

DOI: 10.1155/asp.2005.2292

Google Scholar

[3] E. R. Chutani, and S. Chaudhury, Video trans-coding in smart camera for ubiquitous multimedia environment, Proc. International Symposium on Ubiquitous Multimedia Computing, pp.185-189, October (2008).

DOI: 10.1109/umc.2008.44

Google Scholar

[4] Chandra Shekhar, Architecting for VLSI Implementation, CEERI Internal Material.

Google Scholar

[5] S. Singh, S. M. Dunga, AS Mandal, S. Chaudhury, Embedded Implementation of Change Detection Algorithm for Smart Camera Systems, Proc. International Conference on Recent Trends in Information, Telecommunication, and Computing (ITC 2010), pp.268-270, March, (2010).

DOI: 10.1109/itc.2010.57

Google Scholar

[6] http: /www. xilinx. com/univ/xupv2p. html.

Google Scholar

[7] R. Collins, A. Lipton, and T. Kanade, Introduction to the special section on video surveillance, IEEE Trans. Pattern Anal. Mach. Intell., vol. 22, no. 8, p.745–746, August (2000).

DOI: 10.1109/tpami.2000.868676

Google Scholar

[8] http: /www. eeherald. com/section/news/nw10000690. html.

Google Scholar

[9] http: /www. eetimes. com/design/industrial-control/4015159/Using-FPGAs-to-avoid-microprocessor-obsolescence.

Google Scholar