Track to the future: Spatio-temporal video segmentation with long-range motion cues

@article{Lezama2011TrackTT,
  title={Track to the future: Spatio-temporal video segmentation with long-range motion cues},
  author={J. Lezama and Karteek Alahari and Josef Sivic and Ivan Laptev},
  journal={CVPR 2011},
  year={2011}
}
Video provides not only rich visual cues such as motion and appearance, but also much less explored long-range temporal interactions among objects. We aim to capture such interactions and to construct a powerful intermediate-level video representation for subsequent recognition. Motivated by this goal, we seek to obtain spatio-temporal oversegmentation of a video into regions that respect object boundaries and, at the same time, associate object pixels over many video frames. The contributions… CONTINUE READING
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