عنوان

Mathematical problems in image processing :

(Number (ISBN

0387217665

(Number (ISBN

0387322000

(Number (ISBN

0387445889

(Number (ISBN

6610726671

(Number (ISBN

9780387217666

(Number (ISBN

9780387322001

(Number (ISBN

9780387445885

(Number (ISBN

9786610726677

Number

b788661

Title Proper

Mathematical problems in image processing :

General Material Designation

[Book]

Other Title Information

partial differential equations and the calculus of variations /

First Statement of Responsibility

Gilles Aubert, Pierre Kornprobst.

Edition Statement

2nd ed.

Place of Publication, Distribution, etc.

New York :

Name of Publisher, Distributor, etc.

Springer,

Date of Publication, Distribution, etc.

©2006.

Specific Material Designation and Extent of Item

1 online resource (xxxi, 377 pages) :

Other Physical Details

illustrations

Series Title

Applied mathematical sciences ;

Volume Designation

147

Text of Note

Includes bibliographical references (pages 349-371) and index.

Text of Note

Foreword -- Preface to the Second Edition -- Preface -- Guide to the Main Mathematical Concepts and their Application -- Notation and Symbols -- Introduction -- Mathematical Preliminaries -- Image Restoration -- The Segmentation Problem -- Other Challenging Applications -- A Introduction to Finite Difference Methods -- B Experiment Yourself!- References -- Index.

0

Text of Note

Partial differential equations (PDEs) and variational methods were introduced into image processing about fifteen years ago. Since then, intensive research has been carried out. The goals of this book are to present a variety of image analysis applications, the precise mathematics involved and how to discretize them. Thus, this book is intended for two audiences. The first is the mathematical community by showing the contribution of mathematics to this domain. It is also the occasion to highlight some unsolved theoretical questions. The second is the computer vision community by presenting a clear, self-contained and global overview of the mathematics involved in image processing problems. This work will serve as a useful source of reference and inspiration for fellow researchers in Applied Mathematics and Computer Vision, as well as being a basis for advanced courses within these fields. During the four years since the publication of the first edition, there has been substantial progress in the range of image processing applications covered by the PDE framework. The main goals of the second edition are to update the first edition by giving a coherent account of some of the recent challenging applications, and to update the existing material. In addition, this book provides the reader with the opportunity to make his own simulations with a minimal effort. To this end, programming tools are made available, which will allow the reader to implement and test easily some classical approaches. Reviews of the earlier edition: "Mathematical Problems in Image Processing is a major, elegant, and unique contribution to the applied mathematics literature, oriented toward applications in image processing and computer vision ... Researchers and practitioners working in the field will benefit by adding this book to their personal collection. Students and instructors will benefit by using this book as a graduate course textbook."--SIAM Review "The Mathematician -- and he doesn't need to be a 'die-hard' applied mathematician -- will love it because there are all these spectacular applications of nontrivial mathematical techniques and he can even find some open theoretical questions. The numerical analyst will discover many challenging problems and implementations. The image processor will be an eager reader because the book provides all the mathematical elements, including most of the proofs ... Both content and typography are a delight. I can recommend the book warmly for theoretical and applied researchers."--Bulletin of the Belgian Mathematics.

Source for Acquisition/Subscription Address

Springer

Stock Number

978-0-387-32200-1

Title

Mathematical problems in image processing.

International Standard Book Number

0387322000

Title

Springer e-books

Image processing-- Mathematics.

Computação gráfica.

Computação gráfica.

Image processing-- Mathematics.

Image processing-- Mathematics.

TECHNOLOGY & ENGINEERING-- Imaging Systems.

PBK.

TEC-- 015000

Number

Edition

Class number

Book number

Class number

System Code

Aubert, Gilles.

Kornprobst, Pierre.

Date of Transaction

20201207021115.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y