یادداشتهای مربوط به کتابنامه ، واژه نامه و نمایه های داخل اثر
متن يادداشت
Includes bibliographical references (pages 349-371) and index.
یادداشتهای مربوط به مندرجات
متن يادداشت
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.
بدون عنوان
0
یادداشتهای مربوط به خلاصه یا چکیده
متن يادداشت
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.
یادداشتهای مربوط به سفارشات
منبع سفارش / آدرس اشتراک
Springer
شماره انبار
978-0-387-32200-1
ویراست دیگر از اثر در قالب دیگر رسانه
عنوان
Mathematical problems in image processing.
شماره استاندارد بين المللي کتاب و موسيقي
0387322000
قطعه
عنوان
Springer e-books
موضوع (اسم عام یاعبارت اسمی عام)
موضوع مستند نشده
Image processing-- Mathematics.
موضوع مستند نشده
Computação gráfica.
موضوع مستند نشده
Computação gráfica.
موضوع مستند نشده
Image processing-- Mathematics.
موضوع مستند نشده
Image processing-- Mathematics.
موضوع مستند نشده
TECHNOLOGY & ENGINEERING-- Imaging Systems.
مقوله موضوعی
موضوع مستند نشده
PBK.
موضوع مستند نشده
TEC-- 015000
رده بندی ديویی
شماره
621
.
36/70151
ويراست
22
رده بندی کنگره
شماره رده
TA1637
نشانه اثر
.
A87
2006
سایر رده بندی ها
شماره رده
O29
:
TN911
.
73
کد سيستم
clc
نام شخص به منزله سر شناسه - (مسئولیت معنوی درجه اول )