Generalized Background Subtraction Using Superpixels with Label Integrated Motion Estimation

@inproceedings{Lim2014GeneralizedBS,
  title={Generalized Background Subtraction Using Superpixels with Label Integrated Motion Estimation},
  author={Jongwoo Lim and Bohyung Han},
  booktitle={ECCV},
  year={2014}
}
We propose an online background subtraction algorithm with superpixel-based density estimation for videos captured by moving camera. Our algorithm maintains appearance and motion models of foreground and background for each superpixel, computes foreground and background likelihoods for each pixel based on the models, and determines pixelwise labels using binary belief propagation. The estimated labels trigger the update of appearance and motion models, and the above steps are performed… CONTINUE READING

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