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Image Processing Based on Partial Differential Equations

2006-11-22 Computers
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Release : 2006-11-22
Genre : Computers
Kind : eBook
Book Rating : 677/5 ( reviews)

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Book Synopsis Image Processing Based on Partial Differential Equations by : Xue-Cheng Tai

Download or read book Image Processing Based on Partial Differential Equations written by Xue-Cheng Tai. This book was released on 2006-11-22. Available in PDF, EPUB and Kindle. Book excerpt: This book publishes a collection of original scientific research articles that address the state-of-art in using partial differential equations for image and signal processing. Coverage includes: level set methods for image segmentation and construction, denoising techniques, digital image inpainting, image dejittering, image registration, and fast numerical algorithms for solving these problems.

Mathematical Problems in Image Processing

2008-04-06 Mathematics
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Release : 2008-04-06
Genre : Mathematics
Kind : eBook
Book Rating : 665/5 ( reviews)

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Book Synopsis Mathematical Problems in Image Processing by : Gilles Aubert

Download or read book Mathematical Problems in Image Processing written by Gilles Aubert. This book was released on 2008-04-06. Available in PDF, EPUB and Kindle. Book excerpt: Partial differential equations and variational methods were introduced into image processing about 15 years ago, and intensive research has been carried out since then. The main goal of this work is to present the variety of image analysis applications and the precise mathematics involved. It is intended for two audiences. The first is the mathematical community, to show the contribution of mathematics to this domain and to highlight some unresolved theoretical questions. The second is the computer vision community, to present a clear, self-contained, and global overview of the mathematics involved in image processing problems. The book is divided into five main parts. Chapter 1 is a detailed overview. Chapter 2 describes and illustrates most of the mathematical notions found throughout the work. Chapters 3 and 4 examine how PDEs and variational methods can be successfully applied in image restoration and segmentation processes. Chapter 5, which is more applied, describes some challenging computer vision problems, such as sequence analysis or classification. This book will be useful to researchers and graduate students in mathematics and computer vision.

Geometric Partial Differential Equations and Image Analysis

2001-01-08 Computers
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Release : 2001-01-08
Genre : Computers
Kind : eBook
Book Rating : 751/5 ( reviews)

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Book Synopsis Geometric Partial Differential Equations and Image Analysis by : Guillermo Sapiro

Download or read book Geometric Partial Differential Equations and Image Analysis written by Guillermo Sapiro. This book was released on 2001-01-08. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an introduction to the use of geometric partial differential equations in image processing and computer vision. State-of-the-art practical results in a large number of real problems are achieved with the techniques described in this book. Applications covered include image segmentation, shape analysis, image enhancement, and tracking. This book will be a useful resource for researchers and practioners. It is intened to provide information for people investigating new solutions to image processing problems as well as for people searching for existent advanced solutions.

Partial Differential Equation Methods for Image Inpainting

2015-10-26 Computers
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Release : 2015-10-26
Genre : Computers
Kind : eBook
Book Rating : 005/5 ( reviews)

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Book Synopsis Partial Differential Equation Methods for Image Inpainting by : Carola-Bibiane Schönlieb

Download or read book Partial Differential Equation Methods for Image Inpainting written by Carola-Bibiane Schönlieb. This book was released on 2015-10-26. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces the mathematical concept of partial differential equations (PDE) for virtual image restoration. It provides insight in mathematical modelling, partial differential equations, functional analysis, variational calculus, optimisation and numerical analysis. It is addressed towards generally informed mathematicians and graduate students in mathematics with an interest in image processing and mathematical analysis.

Mathematical Image Processing

2019-02-06 Mathematics
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Release : 2019-02-06
Genre : Mathematics
Kind : eBook
Book Rating : 584/5 ( reviews)

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Book Synopsis Mathematical Image Processing by : Kristian Bredies

Download or read book Mathematical Image Processing written by Kristian Bredies. This book was released on 2019-02-06. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses the mathematical aspects of modern image processing methods, with a special emphasis on the underlying ideas and concepts. It discusses a range of modern mathematical methods used to accomplish basic imaging tasks such as denoising, deblurring, enhancing, edge detection and inpainting. In addition to elementary methods like point operations, linear and morphological methods, and methods based on multiscale representations, the book also covers more recent methods based on partial differential equations and variational methods. Review of the German Edition: The overwhelming impression of the book is that of a very professional presentation of an appropriately developed and motivated textbook for a course like an introduction to fundamentals and modern theory of mathematical image processing. Additionally, it belongs to the bookcase of any office where someone is doing research/application in image processing. It has the virtues of a good and handy reference manual. (zbMATH, reviewer: Carl H. Rohwer, Stellenbosch)

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