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portada Markov Point Processes and Their Applications
Markov Point Processes and Their ApplicationsMarkov Point Processes and Their ApplicationsMarkov Point Processes and Their Applications
Type
Physical Book
Author
Publisher
Language
English
Pages
184
Format
Hardcover
Dimensions
22.3x15.8x1.5 cm
Weight
0.40 kg.
ISBN
9781860940712
ISBN13
9781860940712
Categories

Markov Point Processes and Their Applications

Marie-Colette Van Lieshout (Author) · Imperial College Press · Hardcover

Markov Point Processes and Their Applications - Van Lieshout, Marie-Colette

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Synopsis "Markov Point Processes and Their Applications"

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. "High level" 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 "Gibbs processes"), 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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