Modeling and Inverse Problems in Imaging Analysis (Applied Mathematical Sciences, Band 155) - Softcover

Buch 28 von 94: Applied Mathematical Sciences

Chalmond, Bernard

 
9781441930491: Modeling and Inverse Problems in Imaging Analysis (Applied Mathematical Sciences, Band 155)
Softcover
ISBN 10: 1441930493 ISBN 13: 9781441930491
Verlag: Springer, 2011

Inhaltsangabe

This book is devoted to energy-based modeling issues. It will be useful to researchers and graduate students in mathematics, computer science, physics, and engineering.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Von der hinteren Coverseite

More mathematics have been taking part in the development of digital image processing as a science, and the contributions are reflected in the increasingly important role modeling has played solving complex problems. This book is mostly concerned with energy-based models. Through concrete image analysis problems, the author develops consistent modeling, a know-how generally hidden in the proposed solutions.

The book is divided into three main parts. The first two parts describe the theory behind the applications that are presented in the third part. These materials include splines (variational approach, regression spline, spline in high dimension) and random fields (Markovian field, parametric estimation, stochastic and deterministic optimization, continuous Gaussian field). Most of these applications come from industrial projects in which the author was involved in robot vision and radiography: tracking 3-D lines, radiographic image processing, 3-D reconstruction and tomography, matching and deformation learning. Numerous graphical illustrations accompany the text showing the performance of the proposed models.

This book will be useful to researchers and graduate students in mathematics, physics, computer science, and engineering.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
Springer
Erscheinungsdatum
2011
Sprache
Englisch
ISBN 10 
1441930493
ISBN 13 
9781441930491
Einband
Taschenbuch
Anzahl der Seiten
340
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Springer Nature Customer Service Center GmbH
ProductSafety@springernature.com

Tiergartenstr. 17
Heidelberg
69121
Deutschland

Weitere beliebte Ausgaben desselben Titels

9780387955476: Modeling and Inverse Problems in Imaging Analysis (Applied Mathematical Sciences, 155, Band 155)

Vorgestellte Ausgabe

ISBN 10:  038795547X ISBN 13:  9780387955476
Verlag: Springer, 2003
Hardcover