Fast Prototyping for Video Monitoring Systems with the Use of DSP Module
Abstract
This paper presents techniques for fast prototyping of real-time hardware / software video processing systems for urban surveillance monitoring equipment. During the experimental research the evaluation module with the TMS320DM6437 signal processor programmed with the use of the Code Composer Studio and Matlab / Simulink environments has been used. Analyzed algorithms can support the work of monitoring video operators. In particular, we analyzed efficiency of implementation of the algorithms using two examples: detection of painting theft and signaling of crossing a pedestrian pass at the red light.References
D. Kosmopoulos and S.P. Chatzis, “Robust visual behavior recognition,” IEEE Signal Processing Magazine, vol. 27, no. 5, pp. 34-45, 2010.
Matlab/Simulink environment description, Mathworks Inc., 2013. [Online]. Available: http://www.mathworks.com
Code Composer Studio IDE Overview, Texas Instruments, 2013. [Online]. Available: http://www.ti.com
TMS320DM6437 Evaluation Module with TVP5146M2, Texas Instruments, 2007. [Online]. Available: http://www.ti.com/lit/ug/spruev6/spruev6.pdf
T. Marciniak, D. Jackowski, P. Pawłowski, and A. Dąbrowski, “Realtime people tracking using DM6437 EVM,” in Proc. IEEE Signal Processing Algorithms, Architectures, Arrangements, and Applications Conference Proceedings, Poland Sect, (SPA’2009), Poznań, Poland, Sep. 2009, pp. 116-120.
J. Balcerek, A. Chmielewska, A. Dąbrowski, D. Jackowski, A. Konieczka, T. Marciniak, and P. Pawłowski, “Recognition of threats in urban areas by means of the analysis of video sequences,” in Proc. IEEE Multimedia Communications, Services and Security (MCSS’2010), Kraków, Poland, May 2010, pp. 41-48.
A. Chmielewska, P. Pawłowski, and A. Dąbrowski, “The use of video sequences processing methods to support the CCTV ,” Scientific Papers of Computer Science College in Lodz, vol. 10, pp. 65-83, Oct. 2010.
T. Marciniak, A. Dąbrowski, A. Chmielewska, and M. Nowakowski, “Real-time bi-directional people counting using video blob analysis,” in Proc. IEEE New Trends in Audio and Video / Signal Processing Algorithms, Architectures, Arrangements and Applications (NTAV/SPA’2012), Łódź, Poland, Sep. 2012, pp. 161-166.
LTC 0455 Series Dinion Color Cameras, Bosch Security Systems, Bosch, 2013. [Online]. Available: http://resource.boschsecurity.com/documents/Data_sheet_enUS_2005022731.pdf
T. Marciniak, A. Dąbrowski, A. Chmielewska, and R. Weychan, “Face recognition from low resolution images,” Communications in Computer and Information Science, vol. 287, pp. 220-229, 2012.
T. Marciniak, R. Weychan, A. Chmielewska, and A. Dąbrowski, “Influence of pose angle on face recognition from very low resolution images,” in Proc. IEEE IEEE New Trends in Audio and Video / Signal Processing Algorithms, Architectures, Arrangements and Applications (NTAV/SPA’2012), Łódź, Poland, Sep. 2012, pp. 177-181.
T. Marciniak, A. Chmielewska, R. Weychan, M. Parzych, and A. Dabrowski, “Influence of low resolution of images on reliability of face detection and recognition,” Multimedia Tools and Applications, 2013. [Online]. Available: http://dx.doi.org/10.1007/s11042-013-1568-8 [CrossRef]
P. Pawlowski, K. Borowczyk, T. Marciniak, and A. Dabrowski, “Realtime object tracking using motorized camera,” in Proc. IEEE Signal Processing Algorithms, Architectures, Arrangements, and Applications (SPA’2009), Poznań, Poland, Sep. 2009, pp. 110-115.
A. Pluto-Pradzinski, “Detection of dangerous situations from video monitoring sequences,” Master’s thesis, Poznań University of Technology, Poznań, 2011.
T. Marciniak, A. Dabrowski, A. Chmielewska, and A. Krzykowska, “Selection of parameters in iris recognition system,” Multimedia Tools and Applications, 2012. [Online]. Available: http://dx.doi.org/10.1007/s11042-012-1035-y [CrossRef]
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