mathematical problems in image processing applied mathematical sciences

Download Book Mathematical Problems In Image Processing Applied Mathematical Sciences in PDF format. You can Read Online Mathematical Problems In Image Processing Applied Mathematical Sciences here in PDF, EPUB, Mobi or Docx formats.

Mathematical Problems In Image Processing

Author : Gilles Aubert
ISBN : 9780387217666
Genre : Mathematics
File Size : 27. 74 MB
Format : PDF
Download : 954
Read : 602

Get This Book


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.

Mathematical Foundations Of Image Processing And Analysis

Author : Jean-Charles Pinoli
ISBN : 9781118984550
Genre : Technology & Engineering
File Size : 21. 85 MB
Format : PDF, ePub
Download : 782
Read : 1224

Get This Book


Mathematical Imaging is currently a rapidly growing field inapplied mathematics, with an increasing need for theoreticalmathematics. This book, the second of two volumes, emphasizes the role ofmathematics as a rigorous basis for imaging sciences. It provides acomprehensive and convenient overview of the key mathematicalconcepts, notions, tools and frameworks involved in the variousfields of gray-tone and binary image processing and analysis, byproposing a large, but coherent, set of symbols and notations, acomplete list of subjects and a detailed bibliography. Itestablishes a bridge between the pure and applied mathematicaldisciplines, and the processing and analysis of gray-tone andbinary images. It is accessible to readers who have neitherextensive mathematical training, nor peer knowledge in ImageProcessing and Analysis. It is a self-contained book focusing on the mathematicalnotions, concepts, operations, structures, and frameworks that arebeyond or involved in Image Processing and Analysis. The notationsare simplified as far as possible in order to be more explicativeand consistent throughout the book and the mathematical aspects aresystematically discussed in the image processing and analysiscontext, through practical examples or concrete illustrations.Conversely, the discussed applicative issues allow the role ofmathematics to be highlighted. Written for a broad audience – students, mathematicians,image processing and analysis specialists, as well as otherscientists and practitioners – the author hopes that readerswill find their own way of using the book, thus providing amathematical companion that can help mathematicians become morefamiliar with image processing and analysis, and likewise, imageprocessing and image analysis scientists, researchers and engineersgain a deeper understanding of mathematical notions andconcepts.

Parallel Processing And Applied Mathematics

Author : Roman Wyrzykowski
ISBN : 9783319321523
Genre : Computers
File Size : 81. 29 MB
Format : PDF, ePub
Download : 599
Read : 549

Get This Book


This two-volume-set (LNCS 9573 and 9574) constitutes the refereed proceedings of the 11th International Conference of Parallel Processing and Applied Mathematics, PPAM 2015, held in Krakow, Poland, in September 2015. The 111 revised full papers presented in both volumes were carefully reviewed and selected from 196 submissions. The focus of PPAM 2015 was on models, algorithms, and software toolswhich facilitate efficient and convenient utilization of modern parallel and distributed computing architectures, as well as on large-scale applications, including big data problems.

Mathematical Methods In Time Series Analysis And Digital Image Processing

Author : Rainer Dahlhaus
ISBN : 3540756329
Genre : Computers
File Size : 60. 93 MB
Format : PDF, Docs
Download : 429
Read : 729

Get This Book


This coherent and articulate volume summarizes work carried out in the field of theoretical signal and image processing. It focuses on non-linear and non-parametric models for time series as well as on adaptive methods in image processing. The aim of this volume is to bring together research directions in theoretical signal and imaging processing developed rather independently in electrical engineering, theoretical physics, mathematics and the computer sciences.

Encyclopedia Of Mathematical Physics

Author : Jean-Pierre Françoise
ISBN : 0125126603
Genre :
File Size : 69. 99 MB
Format : PDF, ePub, Docs
Download : 695
Read : 513

Get This Book



Current Trends In Industrial And Applied Mathematics

Author : Pammy Manchanda
ISBN : 8188342009
Genre : Mathematics
File Size : 76. 70 MB
Format : PDF, ePub, Docs
Download : 823
Read : 1179

Get This Book


Contributed seminar articles with reference to India.

A First Course In Applied Mathematics

Author : Jorge Rebaza
ISBN : 9781118229620
Genre : Mathematics
File Size : 81. 71 MB
Format : PDF, ePub
Download : 388
Read : 1115

Get This Book


Explore real–world applications of selected mathematical theory, concepts, and methods Exploring related methods that can be utilized in various fields of practice from science and engineering to business, A First Course in Applied Mathematics details how applied mathematics involves predictions, interpretations, analysis, and mathematical modeling to solve real–world problems. Written at a level that is accessible to readers from a wide range of scientific and engineering fields, the book masterfully blends standard topics with modern areas of application and provides the needed foundation for transitioning to more advanced subjects. The author utilizes MATLAB® to showcase the presented theory and illustrate interesting real–world applications to Google′s web page ranking algorithm, image compression, cryptography, chaos, and waste management systems. Additional topics covered include: Linear algebra Ranking web pages Matrix factorizations Least squares Image compression Ordinary differential equations Dynamical systems Mathematical models Throughout the book, theoretical and applications–oriented problems and exercises allow readers to test their comprehension of the presented material. An accompanying website features related MATLAB® code and additional resources. A First Course in Applied Mathematics is an ideal book for mathematics, computer science, and engineering courses at the upper–undergraduate level. The book also serves as a valuable reference for practitioners working with mathematical modeling, computational methods, and the applications of mathematics in their everyday work.

Handbook Of Mathematical Methods In Imaging

Author : Otmar Scherzer
ISBN : 9780387929194
Genre : Mathematics
File Size : 70. 66 MB
Format : PDF
Download : 802
Read : 693

Get This Book


The Handbook of Mathematical Methods in Imaging provides a comprehensive treatment of the mathematical techniques used in imaging science. The material is grouped into two central themes, namely, Inverse Problems (Algorithmic Reconstruction) and Signal and Image Processing. Each section within the themes covers applications (modeling), mathematics, numerical methods (using a case example) and open questions. Written by experts in the area, the presentation is mathematically rigorous. The entries are cross-referenced for easy navigation through connected topics. Available in both print and electronic forms, the handbook is enhanced by more than 150 illustrations and an extended bibliography. It will benefit students, scientists and researchers in applied mathematics. Engineers and computer scientists working in imaging will also find this handbook useful.

Variational Methods In Imaging

Author : Otmar Scherzer
ISBN : 9780387692777
Genre : Mathematics
File Size : 39. 38 MB
Format : PDF, ePub, Mobi
Download : 405
Read : 464

Get This Book


This book is devoted to the study of variational methods in imaging. The presentation is mathematically rigorous and covers a detailed treatment of the approach from an inverse problems point of view. Many numerical examples accompany the theory throughout the text. It is geared towards graduate students and researchers in applied mathematics. Researchers in the area of imaging science will also find this book appealing. It can serve as a main text in courses in image processing or as a supplemental text for courses on regularization and inverse problems at the graduate level.

Applied Mathematical Modelling Of Engineering Problems

Author : N.V. Hritonenko
ISBN : 9781441991607
Genre : Mathematics
File Size : 56. 51 MB
Format : PDF
Download : 638
Read : 932

Get This Book


The subject of the book is the "know-how" of applied mathematical modelling: how to construct specific models and adjust them to a new engineering environment or more precise realistic assumptions; how to analyze models for the purpose of investigating real life phenomena; and how the models can extend our knowledge about a specific engineering process. Two major sources of the book are the stock of classic models and the authors' wide experience in the field. The book provides a theoretical background to guide the development of practical models and their investigation. It considers general modelling techniques, explains basic underlying physical laws and shows how to transform them into a set of mathematical equations. The emphasis is placed on common features of the modelling process in various applications as well as on complications and generalizations of models. The book covers a variety of applications: mechanical, acoustical, physical and electrical, water transportation and contamination processes; bioengineering and population control; production systems and technical equipment renovation. Mathematical tools include partial and ordinary differential equations, difference and integral equations, the calculus of variations, optimal control, bifurcation methods, and related subjects.

Top Download:

Best Books