Region-Based Particle Filter for Video Object Segmentation

@article{Varas2014RegionBasedPF,
  title={Region-Based Particle Filter for Video Object Segmentation},
  author={David Varas and Ferran Marqu{\'e}s},
  journal={2014 IEEE Conference on Computer Vision and Pattern Recognition},
  year={2014},
  pages={3470-3477}
}
We present a video object segmentation approach that extends the particle filter to a region-based image representation. Image partition is considered part of the particle filter measurement, which enriches the available information and leads to a re-formulation of the particle filter. The prediction step uses a co-clustering between the previous image object partition and a partition of the current one, which allows us to tackle the evolution of non-rigid structures. Particles are defined as… CONTINUE READING
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