| Description |
1 online resource (xii, 596 pages) : illustrations (some color) |
| Physical Medium |
polychrome |
| Description |
text file |
| Bibliography |
Includes bibliographical references and index. |
| Contents |
Contents; 1 Introduction; 2 The Bayes Paradigm, Estimation and Information Measures; 3 Probabilistic Directed Acyclic Graphs and Their Entropies; 4 Markov Random Fields on Undirected Graphs; 5 Gaussian Random Fields on Undirected Graphs; 6 The Canonical Representations of General Pattern Theory; 7 Matrix Group Actions Transforming Patterns; 8 Manifolds, Active Models, and Deformable Templates; 9 Second Order and Gaussian Fields; 10 Metrics Spaces for the Matrix Groups; 11 Metrics Spaces for the Infinite Dimensional Diffeomorphisms; 12 Metrics on Photometric and Geometric Deformable Templates. |
|
13 Estimation Bounds for Automated Object Recognition14 Estimation on Metric Spaces with Photometric Variation; 15 Information Bounds for Automated Object Recognition; 16 Computational Anatomy: Shape, Growth and Atrophy Comparison via Diffeomorphisms; 17 Computational Anatomy: Hypothesis Testing on Disease; 18 Markov Processes and Random Sampling; 19 Jump Diffusion Inference in Complex Scenes; References; Index. |
| Local Note |
eBooks on EBSCOhost EBSCO eBook Subscription Academic Collection - North America |
| Subject |
Pattern perception.
|
|
Pattern perception. |
|
Pattern recognition systems.
|
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Pattern recognition systems. |
| Genre/Form |
Electronic books.
|
| Added Author |
Miller, Michael I.
|
| Other Form: |
Print version: Grenander, Ulf. Pattern theory. Oxford : Oxford University Press, 2007 9780198505709 0198505701 (DLC) 2007274231 (OCoLC)65467603 |
| ISBN |
9780191523113 (electronic book) |
|
0191523119 (electronic book) |
|
1280753854 |
|
9781280753855 |
|
0198505701 (Cloth) |
|
9780198505709 (hardback) |
|
9780199297061 (paperback) |
|
0199297061 (paperback) |
|
