Markov Point Processes And Their Applications (eBook)

Van Lieshout Marie-colette Van Lieshout (Autor)

eBook Download: PDF

2000
184 Seiten
World Scientific Publishing Company (Verlag)
978-1-78326-250-2 (ISBN)

Infos

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. "e;High level"e; 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 "e;Gibbs processes"e;), 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.

Produkt-Details

• Erscheint lt. Verlag: 12.7.2000
• Sprache: englisch
• Themenwelt: Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
• ISBN-10: 1-78326-250-8 / 1783262508
• ISBN-13: 978-1-78326-250-2 / 9781783262502