书目名称 | Mathematical Problems in Image Processing |
副标题 | Partial Differential |
编辑 | Gilles Aubert,Pierre Kornprobst |
视频video | |
概述 | The two most important problems in image analysis, namely image restoration and segmentation, are treated in details and allow to present most of the mathematical concepts useful in this field.Not onl |
丛书名称 | Applied Mathematical Sciences |
图书封面 |  |
描述 | .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 procesing 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 rec |
出版日期 | Book 2006Latest edition |
关键词 | Calculus of Variations; PDE; PDEs in image processing; Partial Differential Equations; Symbol; image anal |
版次 | 2 |
doi | https://doi.org/10.1007/978-0-387-44588-5 |
isbn_softcover | 978-1-4419-2182-6 |
isbn_ebook | 978-0-387-44588-5Series ISSN 0066-5452 Series E-ISSN 2196-968X |
issn_series | 0066-5452 |
copyright | Springer-Verlag New York 2006 |