Modeling and Inverse Problems in Imaging Analysis

Name: Modeling and Inverse Problems in Imaging Analysis
Brand: Springer-Verlag New York Inc.
SKU: 9780387955476
Price: 51.77 EUR
Availability: InStock

Автор: Bernard Chalmond

Език:

Корици: С твърди корици

Издател: Springer-Verlag New York Inc.

Наличност: Външен склад

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51.77 € 101.26 лв

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

Информация за книгата

Автор

Bernard Chalmond

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2003

страници

314

EAN

9780387955476

ISBN

038795547X

Enbook ID

01384458

Издател

Springer-Verlag New York Inc.

Теглоt

1440

Размери

155 x 235 x 23

Пълно описание

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

Информация за книгата

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