عنوان
پدید آورنده
موضوع
رده
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9780387216621
(Number (ISBN
9781441930491
NATIONAL BIBLIOGRAPHY NUMBER
Number
dltt
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Modeling and Inverse Problems in Imaging Analysis
General Material Designation
[Book]
First Statement of Responsibility
by Bernard Chalmond.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
New York, NY :
Name of Publisher, Distributor, etc.
Imprint: Springer,
Date of Publication, Distribution, etc.
2003.
SERIES
Series Title
Applied Mathematical Sciences,
Volume Designation
155
ISSN of Series
0066-5452 ;
CONTENTS NOTE
Text of Note
1 Introduction -- 1.1 About Modeling -- 1.2 Structure of the Book -- I Spline Models -- 2 Nonparametric Spline Models -- 3 Parametric Spline Models -- 4 Auto-Associative Models -- II Markov Models -- 5 Fundamental Aspects -- 6 Bayesian Estimation -- 7 Simulation and Optimization -- 8 Parameter Estimation -- III Modeling in Action -- 9 Model-Building -- 10 Degradation in Imaging -- 11 Detection of Filamentary Entities -- 12 Reconstruction and Projections -- 13 Matching -- References -- Author Index.
0
SUMMARY OR ABSTRACT
Text of Note
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.
OTHER EDITION IN ANOTHER MEDIUM
International Standard Book Number
9781441930491
PIECE
Title
Springer eBooks
PARALLEL TITLE PROPER
Parallel Title
Translated by Kari A. Foster.
TOPICAL NAME USED AS SUBJECT
Computer vision.
Mathematical statistics.
Mathematics.
PERSONAL NAME - PRIMARY RESPONSIBILITY
Chalmond, Bernard.
CORPORATE BODY NAME - ALTERNATIVE RESPONSIBILITY
SpringerLink (Online service)
ORIGINATING SOURCE
Date of Transaction
20190307155800.0
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
