A improved silhouette tracking approach integrating particle filter with graph cuts

@article{Ma2010AIS,
  title={A improved silhouette tracking approach integrating particle filter with graph cuts},
  author={Lili Ma and Jing Liu and Jinqiao Wang and Jian Cheng and Hanqing Lu},
  journal={2010 IEEE International Conference on Acoustics, Speech and Signal Processing},
  year={2010},
  pages={1142-1145}
}
In this paper, we propose a novel approach that combines particle filter tracking and 3D graph cut based segmentation to achieve silhouette tracking against drastic scale change and occlusion. The segmentation module offers particle filter tracking procedure the target shape information to compensate spatial information loss in the histogram based particle filter tracking process. Meanwhile, particle filter predicts a location for the shape prior in the segmentation module to overcome the… CONTINUE READING

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