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Geometric Partial Differential Equations and Image Analysis

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ISBN-10: 0521685079

ISBN-13: 9780521685078

Edition: 2006

Authors: Guillermo Sapiro

List price: $54.95
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Description:

This book provides an introduction to the use of geometric partial differential equations in image processing and computer vision. It brings a number of new concepts into the field, providing a very fundamental and formal approach to image processing. State-of-the-art practical results in a large number of real problems are achieved with the techniques described. Applications covered include image segmentation, shape analysis, image enhancement, and tracking. The volume provides information for people investigating new solutions to image processing problems as well as for people searching for existent advanced solutions.
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Book details

List price: $54.95
Copyright year: 2006
Publisher: Cambridge University Press
Publication date: 2/13/2006
Binding: Paperback
Pages: 412
Size: 6.00" wide x 8.75" long x 0.75" tall
Weight: 1.034
Language: English

Guillermo Sapiro is a Professor of Electrical and Computer Engineering at the University of Minnesota, where he works on differential geometry and geometric partial differential equations, both in theory and applications in computer vision and image analysis.

Basic mathematical background
Geometric curve and surface evolution
Geodesic curves and minimal surfaces
Geometric diffusion of scalar images
Geometric diffusion of vector valued images
Diffusion on non-flat manifolds
Contrast enhancement
Additional theories and applications