| From Gestalt Theory to Image Analysis: A Probabilistic Approach 2008 Edition Contributor(s): Desolneux, Agnès (Author), Moisan, Lionel (Author), Morel, Jean-Michel (Author) |
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ISBN: 0387726357 ISBN-13: 9780387726359 Publisher: Springer OUR PRICE: $52.24 Product Type: Hardcover - Other Formats Published: December 2007 Annotation: 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 authors maintain a public software, MegaWave, containing implementations of most of the image analysis techniques developped in the book. The book is intended for researchers and engineers. It is mathematically self-contained and requires only the basic notions in probability and calculus. |
| Additional Information |
| BISAC Categories: - Mathematics | Differential Equations - General - Computers | Image Processing - Mathematics | Applied |
| Dewey: 006.370 |
| LCCN: 2007939527 |
| Series: Interdisciplinary Applied Mathematics |
| Physical Information: 0.73" H x 6.41" W x 9.55" (1.14 lbs) 276 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: 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. |