Journal of IKEEE (전기전자학회논문지)

Institute of Korean Electrical and Electronics Engineers (한국전기전자학회)
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A Study on the Moving Detection Algorithm for Mobile Intelligent Management System Based on the Cloud

클라우드 기반의 모바일 지능형 관제시스템에서의 움직임 감지 알고리즘에 관한 연구

  • Park, Sung-Ki (Department of Digital Management Information, Nambu University) ;
  • Kim, Ok-Hwan (Department of Digital Management Information, Nambu University)
  • Received : 2015.02.05
  • Accepted : 2015.03.09
  • Published : 2015.03.31
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Abstract

This study suggested the mobile intelligent management system based on the cloud service. The mobile intelligent management system are composed of cloud server, middleware and sensor networks. Each modules are controlled on mobile environment and observed operating status of each apparatus for environment. In this pater, the image-based moving detection algorithm applied in order to detect an intruder and average 12.3% are measured in moving detection experiments. it was confirmed the validity of the security device.

본 논문에서는 클라우드 기반의 모바일 지능형 관제시스템 개발을 제안하였다. 모바일 지능형 관제시스템은 클라우드 서버, 미들웨어, 센서로 구성되어 있다. 각 모듈들은 모바일 환경에서 제어되고 주변 환경에 대한 각 기기의 동작 상태를 모니터링 할 수 있다. 본 논문에서는 침입자를 감지하기 위해 영상 기반 움직임 감지 알고리즘을 적용하였고, 움직임 감지 실험에서 움직임 검출율이 평균 12.3% 높게 측정되어 보안장치로써의 타당성을 확인하였다.

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References

  1. Tae-Woong Lee, Cheol-Su Son, Won-Jung Kim "The Implement of Intelligent Home Network System on Smart Phone", The Journal of the Korea Institute of Electronic Communication Sciences, Vol. 6, no. 4, pp.505-509, 2011.
  2. K.H. Park, J.J. Choi, W.S. Yang. "Present State and Prospect of Sensor Technologies for Smart BuildingPresent State and Prospect of Sensor Technologies for Smart Building", Electronics and Telecommunications Trends, Vol. 24, no. 6, ETRI, 2009
  3. W. J. Kim, "CCTV market flow and estimation," EIC, Jul. 2011.
  4. M. Pietiakainen, A. Hadid, G. Zhao, and T. Ahonen, Computer Vision using Local Binary Patterns, Spinger, 2011.
  5. C. Y. Jung and J. W. Han, "Intelligent image analysis event detection technology trend,"Electron. Telecommun. Trends, vol. 27, no. 4, pp. 114-122, Aug. 2012.
  6. Y. Boykov, O. Veksler, and R. Zabih, "Fast Approximate Energy Minimization via Graph Cuts," IEEE Trans. Pattern Anal. Mach. Intel, 2001.
  7. Y. Boykov, O. Veksler, and R. Zabih, "Fast Approximate Energy Minimization via Graph Cuts," IEEE Trans. Pattern Anal. Mach. Intel, 2001.