Markov point processes and their applications
This text employs a stochastic approach to studying Markov object processes, showing that they form a flexible class of models for a range of problems involving the interpretation of spatial data. Applications can be found in many fields of study.
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- Full title :Markov point processes and their applications
Summary
This text employs a stochastic approach to studying Markov object processes, showing that they form a flexible class of models for a range of problems involving the interpretation of spatial data. Applications can be found in many fields of study.
Read More ↓Edition Statements
- Publication Date:2000
Publication Statements
- Publisher(s):Imperial College Press
- Place of Publication:London
- Language:eng
- Publication Date:2000
The Physical Object
- Description:175 s
Edition Identifiers
- ISBN:1860940714, 9781860940712
- oclc:ocn474271292
Table of Contents
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.
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