From Gestalt Theory to Image Analysis: A Probabilistic Approach - Couverture rigide

Livre 19 sur 52: Interdisciplinary Applied Mathematics

Desolneux, Agnès; Moisan, Lionel; Morel, Jean-Michel

 
9780387726359: From Gestalt Theory to Image Analysis: A Probabilistic Approach

Synopsis

This richly illustrated book introduces the reader to a newly developed theory in Computer Vision yielding elementary techniques to analyze digital images. These techniques are inspired by, and are a mathematical formalization of the Gestalt theory. The authors maintain a publicly available software program called MegaWave, containing implementations of most of the image analysis techniques developed in the book. The volume is intended for a multidisciplinary audience of researchers and engineers. It is mathematically self-contained and requires only the basic understanding of probability and calculus. The text contains more than 130 illustrations. The authors offer 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.

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Autres éditions populaires du même titre

9781441924810: From Gestalt Theory to Image Analysis: A Probabilistic Approach

Edition présentée

ISBN 10 :  1441924817 ISBN 13 :  9781441924810
Editeur : Springer, 2010
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