Independent Component Analysis-Based Background Subtraction for Indoor Surveillance

@article{Tsai2009IndependentCA,
  title={Independent Component Analysis-Based Background Subtraction for Indoor Surveillance},
  author={Du-ming Tsai and Shia-Chih Lai},
  journal={IEEE Transactions on Image Processing},
  year={2009},
  volume={18},
  pages={158-167}
}
In video surveillance, detection of moving objects from an image sequence is very important for target tracking, activity recognition, and behavior understanding. Background subtraction is a very popular approach for foreground segmentation in a still scene image. In order to compensate for illumination changes, a background model updating process is generally adopted, and leads to extra computation time. In this paper, we propose a fast background subtraction scheme using independent component… CONTINUE READING
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