Maximum weight cliques with mutex constraints for video object segmentation

@article{Ma2012MaximumWC,
  title={Maximum weight cliques with mutex constraints for video object segmentation},
  author={Tianyang Ma and Longin Jan Latecki},
  journal={2012 IEEE Conference on Computer Vision and Pattern Recognition},
  year={2012},
  pages={670-677}
}
In this paper, we address the problem of video object segmentation, which is to automatically identify the primary object and segment the object out in every frame. We propose a novel formulation of selecting object region candidates simultaneously in all frames as finding a maximum weight clique in a weighted region graph. The selected regions are expected to have high objectness score (unary potential) as well as share similar appearance (binary potential). Since both unary and binary… CONTINUE READING
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