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Level Set Methods J. A. Sethian (University of California, Berkeley)

Level Set Methods By J. A. Sethian (University of California, Berkeley)

Summary

This book is an introduction to level set methods, which are powerful numerical techniques for analysing and computing interface motion in a host of settings. It will be a useful resource for mathematicians, applied scientists, practising engineers, computer graphic artists, and anyone interested in the evolution of boundaries and interfaces.

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Level Set Methods Summary

Level Set Methods: Evolving Interfaces in Computational Geometry, Fluid Mechanics, Computer Vision, and Materials Science by J. A. Sethian (University of California, Berkeley)

This book is an introduction to level set methods, which are powerful numerical techniques for analysing and computing interface motion in a host of settings. They rely on a fundamental shift in how one views moving boundaries; rethinking the natural geometric Lagrangian perspective and exchanging it for an Eulerian, initial value partial differential equation perspective. The resulting numerical techniques can be used to track three-dimensional complex fronts that can develop sharp corners and change topology as they evolve. A large collection of applications is provided in the text, including examples from physics, chemistry, fluid mechanics, combustion, image processing, material science, fabrication of microelectronic components, computer vision and control theory. This book will be a useful resource for mathematicians, applied scientists, practising engineers, computer graphic artists, and anyone interested in the evolution of boundaries and interfaces.

Level Set Methods Reviews

'I enjoyed reading the book and recommend it to anyone interested in propagating interfaces numerically.' R. S. MacKay, Journal of Fluid Mechanics
'The book is easy to read and useful for a big audience.' D. Siersma, ITW Nieuws
'It is a pleasure to read … not dominated by technical difficulties or estimates but provides so fresh a view on its topics.' Monastshefte für Mathematik

Table of Contents

Part I. The Theory of Moving Interfaces: 1. Theory of front evolution; 2. Level set formulation; Part II. Algorithms, Analysis, and Implementations of Level Set Methods: 3. Traditional techniques for tracking interfaces; 4. Hyperbolic conservation laws; 5. Approximating the level set equation; 6. Viscosity solutions and Hamilton-Jacobi equations; 7. A hierarchy of fast level set methods; 8. A fast marching level set method; 9. Extensions to the basic method; Part III. Applications: 10. Geometry: curve/surface shrinkage and self-similar surfaces; 11. Grid generation; 12. Image enhancement and noise removal; 13. Minimal surfaces and surfaces of prescribed curvature; 14. Combustion, crystal growth, and two-fluid flow; 15. Computer vision: shape detection and recognition; 16. Applications of the fast marching level set method; 17. Etching and deposition in microchip fabrication; 18. New areas.

Additional information

CIN0521572029G
9780521572026
0521572029
Level Set Methods: Evolving Interfaces in Computational Geometry, Fluid Mechanics, Computer Vision, and Materials Science by J. A. Sethian (University of California, Berkeley)
Used - Good
Hardback
Cambridge University Press
1996-08-30
237
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
This is a used book - there is no escaping the fact it has been read by someone else and it will show signs of wear and previous use. Overall we expect it to be in good condition, but if you are not entirely satisfied please get in touch with us

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