Springer Modeling and Inverse Problems in Image Analysis

Name: Springer Modeling and Inverse Problems in Image Analysis
Brand: Springer-verlag New York Inc.
SKU: 2339940
Price: 1586.00 ZAR
Availability: InStock

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Springer-verlag New York Inc. Computers & Software

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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. Throu... Read more

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Features

Author	Bernard Chalmond , B. Chalmond
Format	Hardcover
ISBN	9780387955476
Publisher	Springer-Verlag New York Inc.
Manufacturer	Springer-verlag New York Inc.

Description

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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