Modeling and Inverse Problems in Imaging Analysis: 155 (Applied Mathematical Sciences) - Tapa dura

Chalmond, Bernard

 
9780387955476: Modeling and Inverse Problems in Imaging Analysis: 155 (Applied Mathematical Sciences)
Tapa dura
ISBN 10: 038795547X ISBN 13: 9780387955476
Editorial: Springer, 2003

Sinopsis

More mathematicians 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. Most of these models come from industrial projects in which the author was involved in robot vision and radiography: tracking 3D lines, radiographic image processing, 3D reconstruction and tomography, matching, deformation learning. Numerous graphical illustrations accompany the text.

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De la contraportada

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.

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Editorial
Springer
Año de publicación
2003
Idioma
Inglés
ISBN 10 
038795547X
ISBN 13 
9780387955476
Encuadernación
Tapa dura
Número de páginas
340
Contacto del fabricante
no disponible
Persona responsable
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
Alemania

Otras ediciones populares con el mismo título

9781441930491: Modeling and Inverse Problems in Imaging Analysis: 155 (Applied Mathematical Sciences)

Edición Destacada

ISBN 10:  1441930493 ISBN 13:  9781441930491
Editorial: Springer, 2011
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