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Markov Point Processes And Their Applications


Markov Point Processes And Their Applications



von: Van Lieshout Marie-colette Van Lieshout

161,00 €

Verlag: Imperial College Press
Format: PDF
Veröffentl.: 12.07.2000
ISBN/EAN: 9781860949760
Sprache: englisch
Anzahl Seiten: 184

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Beschreibungen

These days, an increasing amount of information can be obtained in graphical forms, such as weather maps, soil samples, locations of nests in a breeding colony, microscopical slices, satellite images, radar or medical scans and X-ray techniques. &quote;High level&quote; image analysis is concerned with the global interpretation of images, attempting to reduce it to a compact description of the salient features of the scene.This book takes a stochastic approach. It studies 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 statistical physics (under the name of &quote;Gibbs processes&quote;), environmental mapping of diseases, forestry, identification of ore structure in materials science, signal analysis, object recognition, robot vision, and interpretation of images from medical scans or confocal microscopy.

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