On a bipartite image graph, the pixels of one color are conditionally independent given the other color. Draw all black pixels from their independent full conditionals, then draw all whites conditional on the new blacks. Each color update preserves the target law, so their composition does too.

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  1. Blocked Gibbs sampler
  2. Gibbs sampler
  3. Markov chain Monte Carlo
  4. Bayesian statistics
  5. Statistical inference
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