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This book is an introduction to level set methods and dynamic implicit surfaces. These are powerful techniques for analyzing and computing moving fronts in a variety of different settings. While the book gives many examples of the usefulness of the methods for a diverse set of applications, it also gives complete numerical analysis and recipes, which will enable users to quickly apply the techniques to real problems. The book begins with the description of implicit surfaces and their basic properties, and then devises the level set geometry and calculus toolbox, including the construction of signed distance functions. Part II adds dynamics to this static calculus. Topics include the level set equation itself, Hamilton-Jacobi equations, motion of a surface normal to itself, reinitialization to a signed distance function, extrapolation in the normal direction, the particle level set method, and the motion of codimension two (and higher) objects.
Part III is concerned with topics taken from the field of image processing and computer vision. These include the restoration of images degraded by noise and blur, image segmentation with active contours (snakes), and reconstruction of surfaces from unorganized data points. Part IV is dedicated to computational physics. It begins with one-phase compressible fluid dynamics, then two-phase compressible flow involving possibly different equations of state, detonation and deflagration waves, and solid/fluid structure interaction. Next it discusses incompressible fluid dynamics, including a computer graphics simulation of smoke; free surface flows, including a computer graphics simulation of water; and fully two-phase incompressible flow. Additional related topics include incompressible flames with applications to computer graphics and coupling a compressible and incompressible fluid. Finally, heat flow and Stefan problems are discussed.
A student or researcher working in mathematics, computer graphics, science, or engineering interested in any dynamic moving front, which might change it's topology or develop singularities, will find this book interesting and useful.
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Previews available in: English
Subjects
Implicit functions, Level set methods, Fluid dynamics, Mathematics, Computer vision, Computer science, Thermodynamics, Mechanics, applied, Computational Mathematics and Numerical Analysis, Mechanics, Fluids, Thermodynamics, Image Processing and Computer Vision, Theoretical and Applied MechanicsShowing 5 featured editions. View all 5 editions?
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1
Level Set Methods and Dynamic Implicit Surfaces
Apr 29, 2012, Springer
paperback
1468492519 9781468492514
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2
Level Set Methods and Dynamic Implicit Surfaces
Sep 18, 2012, Springer
paperback
1468492500 9781468492507
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3
Level Set Methods and Dynamic Implicit Surfaces
2006, Springer London, Limited
in English
0387227466 9780387227467
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5
Level Set Methods and Dynamic Implicit Surfaces
October 31, 2002, Springer
in English
0387954821 9780387954820
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Book Details
First Sentence
"In one spatial dimension, suppose we divide the real line into three distinct pieces using the points x = -1 and x = 1."
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- Created April 29, 2008
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July 30, 2019 | Edited by MARC Bot | associate edition with work OL9629523W |
August 5, 2010 | Edited by IdentifierBot | added LibraryThing ID |
April 24, 2010 | Edited by Open Library Bot | Fixed duplicate goodreads IDs. |
April 16, 2010 | Edited by bgimpertBot | Added goodreads ID. |
April 29, 2008 | Created by an anonymous user | Imported from amazon.com record |