Distributed Classification of Multiple Observation Sets by Consensus

  title={Distributed Classification of Multiple Observation Sets by Consensus},
  author={Effrosini Kokiopoulou and Pascal Frossard},
  journal={IEEE Transactions on Signal Processing},
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
Highly Cited
This paper has 44 citations. REVIEW CITATIONS


Publications citing this paper.
Showing 1-10 of 25 extracted citations

Similar Papers

Loading similar papers…