Markov Random Fields And Their Applications
Ross Kindermann
American Mathematical Society
The study of Markov random fields has brought exciting new   problems to probability theory which are being developed in   parallel with basic investigation in other disciplines, most   notably physics. The mathematical and physical literature is   often quite technical. This book aims at a more gentle   introduction to these new areas of research.