From Gestalt Theory to Image Analysis / Interdisciplinary Applied Mathematics Bd.34 (PDF)
This book introduces the reader to a recent theory in Computer Vision yielding elementary techniques to analyse digital images. These techniques are inspired from and are a mathematical formalization of the Gestalt theory. Gestalt theory, which had never...
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This book introduces the reader to a recent theory in Computer Vision yielding elementary techniques to analyse digital images. These techniques are inspired from and are a mathematical formalization of the Gestalt theory. Gestalt theory, which had never been formalized is a rigorous realm of vision psychology developped between 1923 and 1975.
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 intended for a multidisciplinary audience of researchers and engineers. It is self contained in three aspects: mathematics, vision and algorithms, and requires only a background of elementary calculus and probability. A large number of illustrations, exercises and examples are included. The authors maintain a public software, MegaWave, containing implementations of most of the image analysis techniques developed in the book.
- Autoren: Agnès Desolneux , Lionel Moisan , Jean-Michel Morel
- 2007, 2008, 276 Seiten, Englisch
- Verlag: Springer-Verlag GmbH
- ISBN-10: 0387743782
- ISBN-13: 9780387743783
- Erscheinungsdatum: 24.12.2007
Abhängig von Bildschirmgröße und eingestellter Schriftgröße kann die Seitenzahl auf Ihrem Lesegerät variieren.
- Dateiformat: PDF
- Größe: 8.87 MB
- Ohne Kopierschutz
- Vorlesefunktion
"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)
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