Geometric Partial Differential Equations and Image Analysis - Guillermo Sapiro

Geometric Partial Differential Equations and Image Analysis

Buch | Softcover
412 Seiten
2006
Cambridge University Press (Verlag)
978-0-521-68507-8 (ISBN)
59,95 inkl. MwSt
Researchers and practitioners will be able to achieve state-of-the-art practical results in a large number of real problems with the techniques described here. Applications covered include image segmentation, shape analysis, image enhancement, and tracking.
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.

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.

1. Basic mathematical background; 2. Geometric curve and surface evolution; 3. Geodesic curves and minimal surfaces; 4. Geometric diffusion of scalar images; 5. Geometric diffusion of vector valued images; 6. Diffusion on non-flat manifolds; 7. Contrast enhancement; 8. Additional theories and applications.

Erscheint lt. Verlag 13.2.2006
Zusatzinfo Worked examples or Exercises
Verlagsort Cambridge
Sprache englisch
Maße 154 x 229 mm
Gewicht 550 g
Themenwelt Informatik Grafik / Design Digitale Bildverarbeitung
Mathematik / Informatik Mathematik Analysis
Mathematik / Informatik Mathematik Geometrie / Topologie
Technik
ISBN-10 0-521-68507-9 / 0521685079
ISBN-13 978-0-521-68507-8 / 9780521685078
Zustand Neuware
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