Markov Point Processes and Their Applications

Name: Markov Point Processes and Their Applications
Brand: Imperial College Press
SKU: 9781860940712
Price: 9163.0 INR
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by Marie-Colette Van Lieshout

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ISBN13: 9781860940712
Binding: Hardcover
Subject: N/A
Publisher: Imperial College Press
Publisher Imprint: Imperial College Press
Publication Date: July 13, 2000
Pages: 184
Original Price: USD 85.0
Language: English
Edition: N/A
Item Weight: 400 grams
BISAC Subject(s): Probability & Statistics / General

About The Book

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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