Journal of Information Processing Systems

  • 제1권1호
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  • Pages.27-31
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  • 2005
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  • 1976-913X(pISSN)
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  • 2092-805X(eISSN)
한국정보처리학회 (Korea Information Processing Society)
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A Hardware/Software Codesign for Image Processing in a Processor Based Embedded System for Vehicle Detection

  • Moon, Ho-Sun (Department of Electrical and Computer, Ajou University) ;
  • Moon, Sung-Hwan (Department of Electrical and Computer, Ajou University) ;
  • Seo, Young-Bin (Department of Electrical and Computer, Ajou University) ;
  • Kim, Yong-Deak (Department of Electrical and Computer, Ajou University)
  • 발행 : 2005.12.01
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초록

Vehicle detector system based on image processing technology is a significant domain of ITS (Intelligent Transportation System) applications due to its advantages such as low installation cost and it does not obstruct traffic during the installation of vehicle detection systems on the road[1]. In this paper, we propose architecture for vehicle detection by using image processing. The architecture consists of two main parts such as an image processing part, using high speed FPGA, decision and calculation part using CPU. The CPU part takes care of total system control and synthetic decision of vehicle detection. The FPGA part assumes charge of input and output image using video encoder and decoder, image classification and image memory control.

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참고문헌

  1. Surendra Gupte, et al., 'Detection and Classification of Vehicles', IEEE Transactions on Intelligent Transportation Systems, pp.37-47, iss.3, no.1, 2002
  2. Ed Sutter, Embedded Systems Firmware Demystified, CMP Books, 2002
  3. ATMEL, AT91 ARM Thumb Microcontrollers Data Sheet, 2002
  4. ARM, ARM Architecture Reference Manual, February 2000
  5. M.Schlett, 'Trends in Embedded Micropro-cessor Design', Computer, vol. 31, no. 8,pp.44-49, Aug, 1998
  6. S. C. Chan, et al., 'A programmable image processing system using FPGA'
  7. Lipton, A.J. et al., 'Moving target classification and tracking from real-time video', Applications of Computer Vision, pp.8-14,1998. WACV '98. Proceedings., Fourth IEEE Workshop on, 1998
  8. Douglas J. Smith, HDL Chip Design, Doone Publications, 1996
  9. ARM, ARM7TDMI Data Sheet, Aug 1995
  10. Webber H C(ed), Image processing and transputers, IOS Press, 1992

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  1. Statistical skin color detection method without color transformation for real-time surveillance systems vol.25, pp.7, 2012, https://doi.org/10.1016/j.engappai.2012.02.019