Object-based video coding by global-to-local motion segmentation

@article{Shamim2002ObjectbasedVC,
  title={Object-based video coding by global-to-local motion segmentation},
  author={Ahsan Shamim and John A. Robinson},
  journal={IEEE Trans. Circuits Syst. Video Techn.},
  year={2002},
  volume={12},
  pages={1106-1116}
}
In this paper, we describe an object-based video compression scheme based on the derivation and efficient coding of motion boundaries. First, we recursively identify a small number of global movement classes, each represented by two or more motion parameters. Second, we assign regions of a spatial segmentation to movement classes. Third, we merge segments using various similarity heuristics, while adding movement classes for small objects, if necessary. Finally, the boundaries of motion are… CONTINUE READING
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