From Gestalt Theory to Image Analysis: A Probabilistic Approach

Desolneux, Agnes/ Moisan, Lionel/ Morel, Jean-Michel

ISBN 10: 0387726357 / ISBN 13: 9780387726359

Editore: Springer Verlag, 2007

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1st edition. 273 pages. 9.25x6.25x0.75 inches. In Stock. Codice articolo x-0387726357

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Titolo: From Gestalt Theory to Image Analysis: A ...

Casa editrice: Springer Verlag

Data di pubblicazione: 2007

Legatura: Hardcover

Condizione: Brand New

Descrizione articolo

Riassunto:

This book introduces a new theory in Computer Vision yielding elementary techniques to analyze digital images. These techniques are a mathematical formalization of the Gestalt theory. From the mathematical viewpoint the closest field to it is stochastic geometry, involving basic probability and statistics, in the context of image analysis. The book is mathematically self-contained, needing only basic understanding of probability and calculus. The text includes more than 130 illustrations, and numerous examples based on specific images on which the theory is tested. Detailed exercises at the end of each chapter help the reader develop a firm understanding of the concepts imparted.

Recensione:

From the reviews:

"This book tells the story of how to construct objects form images, in a way closely related to human perception. ... contains many illustrations and images that are analyzed, from various fields of applied science. ... References in the end, however, are helpful for further reading. ... To summarize, the book is a fine and timely introduction to a fascinating field of science. I can certainly recommend its reading to anyone dealing in a probabilistic sense with images ... ." (A. Stein, Kwantitatieve Methoden, Issue R09, 2008)

“This book is focused on Gestalt theory and image processing using probabilistic approaches. ... carefully written with exercise problems in each chapter and can be used directly as a textbook on the topic. ... This book is clearly written and relatively easy to read. The topics and directions are well thought out and can be used as a textbook for a graduate-level course on the topic. It is an interesting book on Gestalt theory and a good introduction to the meaningful events and related topics.” (Sung Ha Kang, SIAM Review, Vol. 52 (2), 2010)