Distributed Classification of Multiple Observation Sets by Consensus

@article{Kokiopoulou2011DistributedCO,
  title={Distributed Classification of Multiple Observation Sets by Consensus},
  author={Effrosini Kokiopoulou and Pascal Frossard},
  journal={IEEE Transactions on Signal Processing},
  year={2011},
  volume={59},
  pages={104-114}
}
We consider the problem of distributed classification of multiple observations of the same object that are collected in an ad hoc network of vision sensors. Assuming that each sensor captures a different observation of the same object, the problem is to classify this object by distributed processing in the network. We present a graph-based problem formulation whose objective function captures the smoothness of candidate labels on the data manifold formed by the observations of the object. We… CONTINUE READING
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