Level Set Methods and Dynamic Implicit Surfaces

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Springer Science & Business Media, 31 окт. 2002 г. - Всего страниц: 273
Scope, Aims, and Audiences This book, Level Set Methods and Dynamic Implicit Surfaces is designed to serve two purposes: Parts I and II introduce the reader to implicit surfaces and level set methods. We have used these chapters to teach introductory courses on the material to students with little more than a fundamental math background. No prior knowledge of partial di?erential equations or numerical analysis is required. These ?rst eight chapters include enough detailed information to allow students to create working level set codes from scratch. Parts III and IV of this book are based on a series of papers published by us and our colleagues. For the sake of brevity, a few details have been occasionally omitted. These chapters do include thorough explanations and enough of the signi?cant details along with the appropriate references to allow the reader to get a ?rm grasp on the material. This book is an introduction to the subject. We have given examples of the utility of the method to a diverse (but by no means complete) collection of application areas. We have also tried to give complete numerical recipes and a self-contained course in the appropriate numerical analysis. We - lieve that this book will enable users to apply the techniques presented here to real problems.

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Содержание

Implicit Surfaces
2
1
8
TwoPhase Compressible Flow
15
Signed Distance Functions
17
LowSpeed Flames
22
Level Set Methods
23
ConvectionDiffusion Equations
45
Motion in an Externally Generated Velocity Field
54
Reconstruction of Surfaces from Unorganized
139
65
147
17
147
Computational Physics 147
147
75
169
1
189
19
216
23
223

Motion in the Normal Direction
55
Constructing Signed Distance Functions
63
CodimensionTwo Objects
87
Image Processing and Computer Vision
94
Snakes Active Contours and Segmentation
119
TwoPhase Incompressible Flow
229
References
259
76
260
Index
270
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