Modeling and Inverse Problems in Imaging Analysis

Name: Modeling and Inverse Problems in Imaging Analysis
Brand: Springer-Verlag New York Inc.
SKU: 9780387955476
Price: 1310 CZK
Availability: InStock

Autor: Bernard Chalmond

Jazyk:

Vazba: Pevná

Vydavatel: Springer-Verlag New York Inc.

Dostupnost: Skladem u dodavatele v malém množství

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More mathematicians have been taking part in the development of digital image processing as a scienc...

Informace o knize

Autor

Bernard Chalmond

Jazyk

Angličtina

Vazba

Kniha - Pevná

Vydáno

2003

Stránek

314

EAN

9780387955476

ISBN

038795547X

Enbook ID

01384458

Vydavatel

Springer-Verlag New York Inc.

Hmotnost

1440

Rozměry

155 x 235 x 23

Kompletní popis

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. 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 materials necessary to the models expressed 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 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 showing the performance of the proposed models. This book will be useful to researchers and graduate students in applied mathematics, computer vision, and physics.

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Modeling and Inverse Problems in Imaging Analysis

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