From Gestalt Theory to Image Analysis : A Probabilistic Approach / by Agnés Desolneux, Lionel Moisan, Jean-Michel Morel
(Interdisciplinary Applied Mathematics ; 34)
| データ種別 | 電子ブック |
|---|---|
| 出版者 | New York, NY : Springer New York |
| 出版年 | 2008 |
| 本文言語 | 英語 |
| 大きさ | XII, 276 p. 130 illus : online resource |
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| 内容注記 | Gestalt Theory The Helmholtz Principle Estimating the Binomial Tail Alignments in Digital Images Maximal Meaningfulness and the Exclusion Principle Modes of a Histogram Vanishing Points Contrasted Boundaries Variational or Meaningful Boundaries? Clusters Binocular Grouping A Psychophysical Study of the Helmholtz Principle Back to the Gestalt Programme Other Theories, Discussion |
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| 一般注記 | 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 |
| 著者標目 | *Desolneux, Agnés author Moisan, Lionel author Morel, Jean-Michel author SpringerLink (Online service) |
| 件 名 | LCSH:Computer science LCSH:Image processing LCSH:Partial differential equations LCSH:Applied mathematics LCSH:Engineering mathematics LCSH:Algorithms LCSH:Mathematics LCSH:Visualization FREE:Computer Science FREE:Image Processing and Computer Vision FREE:Partial Differential Equations FREE:Signal, Image and Speech Processing FREE:Visualization FREE:Applications of Mathematics FREE:Algorithms |
| 分 類 | DC23:006.6 DC23:006.37 |
| 巻冊次 | ISBN:9780387743783 
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| ISBN | 9780387743783 |
| URL | http://dx.doi.org/10.1007/978-0-387-74378-3 |
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