Geometric Partial Differential Equations and Image Analysis

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Paperback | 17 March 2006

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412 Pages

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22.86 x 15.24 x 2.34

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This book provides an introduction to the use of geometric partial differential equations in image processing and computer vision. This research area 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 in this book. Applications covered include image segmentation, shape analysis, image enhancement, and tracking. This book will be a useful resource for researchers and practitioners. It is intended to provide information for people investigating new solutions to image processing problems as well as for people searching for existent advanced solutions.

Industry Reviews

' ... enjoyable to read ... an excellent introduction for someone interested in pursuing research in this area, with ample references to current work sprinkled throughout.' SIAM Review ' ... every person interested in image analysis by partial differential equations or related fields, such as differential geometry and curve evolution, should read this book.' Mathematics of Computation '... this book will certainly be accepted as a standard text ... A student who had worked through everything here would be very well equipped to develop powerful image processing software.' Alex M. Andrew, Robotica '... a useful introduction to the subject.' John Urbas, Zentralblatt fur Mathematik 'For those who are prepared to also take the mathematics, a marvellous world will open. This is applied mathematics at its best. Recommended for researchers and practitioners.' Bulletin of the Belgian Mathematical Society

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You Can Find This Book In

Non-Fiction Mathematics Geometry Differential & Riemannian Geometry Engineering & Technology Other Technologies & Applied Sciences Applied Optics Calculus & Mathematical Analysis Differential Calculus & Equations Computing & I.T.Computer Science Image Processing

Applied Mathematics Artificial Intelligence Computer Vision

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
Table of Contents provided by Publisher. All Rights Reserved.

Geometric Partial Differential Equations and Image Analysis

At a Glance

Paperback

Industry Reviews

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How to return your order

Defective items

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