Markov Point Processes and Their Applications

Part 1 Point processes: the Poisson process finite point processes interior and exterior conditioning. Part 2 Markov point processes: Ripley-Kelly Markov point processes marked point processes nearest-neighbour Markov point processes. Part 3 Statistics for Markov point processes: simulation parameter estimation. Part 4 Applications: modelling of spatial patterns higher-level vision.