An Improved Mixture Gaussian Models to Detect Moving Object Under Real-Time Complex Background

  • Authors:
  • Shiguang Ju;Xiaojun Chen;Guanghua Xu

  • Affiliations:
  • -;-;-

  • Venue:
  • CW '08 Proceedings of the 2008 International Conference on Cyberworlds
  • Year:
  • 2008

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Abstract

With video inspecting applied, many research efforts have focused on subtracting the moving object. In this paper, we propose an improved Mixture Gaussian Model to subtract the real-time complex background. The experimental results have testified the proposed method can greatly extract the background model from the actual scene through the real-time monitor, extract the moving vessels automatically, filtrate the video abnormal incidents occurred, and achieve the monitoring the dock at no duty of intelligent monitoring.