COST: An Approach for Camera Selection and Multi-Object Inference Ordering in Dynamic Scenes

@article{Gupta2007COSTAA,
  title={COST: An Approach for Camera Selection and Multi-Object Inference Ordering in Dynamic Scenes},
  author={Abhinav Gupta and Anurag Mittal and Larry S. Davis},
  journal={2007 IEEE 11th International Conference on Computer Vision},
  year={2007},
  pages={1-8}
}
Development of multiple camera based vision systems for analysis of dynamic objects such as humans is challenging due to occlusions and similarity in the appearance of a person with the background and other people- visual "confusion". Since occlusion and confusion depends on the presence of other people in the scene, it leads to a dependency structure where there are often loops in the resulting Bayesian network. While approaches such as loopy belief propagation can be used for inference, they… CONTINUE READING
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