A new class of Markov random fields enabling lightweight sampling

Jean-Baptiste Courbot, Hugo Gangloff, Bruno Colicchio

This work addresses the problem of efficient sampling of Markov random fields (MRF). The sampling of Potts or Ising MRF is most often based on Gibbs sampling, and is thus computati…