ThissecondeditionofG.Winkler'ssuccessfulbookonrandomfieldapproachestoimageanalysis,relatedMarkovChainMonteCarlomethods,andstatisticalinferencewithemphasisonBayesianimageanalysisconcentratesmoreongeneralprinciplesandmodelsandlessondetailsofconcreteapplications.Addressedtostudentsand