Mathematics Of Digital Images PDF Download

Are you looking for read ebook online? Search for your book and save it on your Kindle device, PC, phones or tablets. Download Mathematics Of Digital Images PDF full book. Access full book title Mathematics Of Digital Images.

Mathematics of Digital Images

Mathematics of Digital Images
Author: S. G. Hoggar
Publisher: Cambridge University Press
Total Pages: 896
Release: 2006-09-14
Genre: Computers
ISBN: 9781139451352
GET BOOK

Download Mathematics of Digital Images Book in PDF, ePub and Kindle

Compression, restoration and recognition are three of the key components of digital imaging. The mathematics needed to understand and carry out all these components are explained here in a style that is at once rigorous and practical with many worked examples, exercises with solutions, pseudocode, and sample calculations on images. The introduction lists fast tracks to special topics such as Principal Component Analysis, and ways into and through the book, which abounds with illustrations. The first part describes plane geometry and pattern-generating symmetries, along with some on 3D rotation and reflection matrices. Subsequent chapters cover vectors, matrices and probability. These are applied to simulation, Bayesian methods, Shannon's information theory, compression, filtering and tomography. The book will be suited for advanced courses or for self-study. It will appeal to all those working in biomedical imaging and diagnosis, computer graphics, machine vision, remote sensing, image processing and information theory and its applications.

Digital Image Processing

Digital Image Processing
Author: J M Blackledge
Publisher: Elsevier
Total Pages: 826
Release: 2005-11-30
Genre: Computers
ISBN: 0857099469
GET BOOK

Download Digital Image Processing Book in PDF, ePub and Kindle

This authoritative text (the second part of a complete MSc course) provides mathematical methods required to describe images, image formation and different imaging systems, coupled with the principle techniques used for processing digital images. It is based on a course for postgraduates reading physics, electronic engineering, telecommunications engineering, information technology and computer science. This book relates the methods of processing and interpreting digital images to the ‘physics’ of imaging systems. Case studies reinforce the methods discussed, with examples of current research themes. Provides mathematical methods required to describe images, image formation and different imaging systems Outlines the principle techniques used for processing digital images Relates the methods of processing and interpreting digital images to the ‘physics’ of imaging systems

Digital Picture Processing

Digital Picture Processing
Author: Azriel Rosenfeld
Publisher: Elsevier
Total Pages: 452
Release: 2014-01-09
Genre: Computers
ISBN: 0323139914
GET BOOK

Download Digital Picture Processing Book in PDF, ePub and Kindle

The rapid rate at which the field of digital picture processing has grown in the past five years had necessitated extensive revisions and the introduction of topics not found in the original edition.

Mathematics of Digital Images

Mathematics of Digital Images
Author: S. G. Hoggar
Publisher: Cambridge University Press
Total Pages: 854
Release: 2006-09-14
Genre: Computers
ISBN: 9780521780292
GET BOOK

Download Mathematics of Digital Images Book in PDF, ePub and Kindle

This major revision of the author's popular book still focuses on foundations and proofs, but now exhibits a shift away from Topology to Probability and Information Theory (with Shannon's source and channel encoding theorems) which are used throughout. Three vital areas for the digital revolution are tackled (compression, restoration and recognition), establishing not only what is true, but why, to facilitate education and research. It will remain a valuable book for computer scientists, engineers and applied mathematicians.

Image Processing

Image Processing
Author: Jonathan M. Blackledge
Publisher:
Total Pages: 548
Release: 1997
Genre: Computers
ISBN:
GET BOOK

Download Image Processing Book in PDF, ePub and Kindle

Digital image processing technology has developed markedly over the last ten years, and more and more information is being conveyed through its display and analysis. The way in which image data is stored and processed is fundamental to all aspects of information technology. Examples include remote sensing using digital satellites; making diagnoses using conventional X-ray computed tomography; and research into the behavior of the human brain using magnetic resonance imaging. This book consists of twenty-one papers that collectively cover a broad range of image processing problems and the way in which their solutions are used in different areas of science and technology. The papers present details of the ways computers of varying processing power can be programmed to store images efficiently, resolve features and patterns that are either time consuming or impossible for humans to interpret, and develop machines that can "see" like humans. They also discuss a wide range of applications, including the use of lasers for studying dynamic behavior of mechanical components, and fractal geometry for recognizing patterns. The book will be useful to any engineer, scientist, and technologist interested in current research issues in image processing.

An Interdisciplinary Introduction to Image Processing

An Interdisciplinary Introduction to Image Processing
Author: Steven L. Tanimoto
Publisher: MIT Press
Total Pages: 565
Release: 2012-04-27
Genre: Computers
ISBN: 0262300613
GET BOOK

Download An Interdisciplinary Introduction to Image Processing Book in PDF, ePub and Kindle

Basic principles of image processing and programming explained without college-level mathematics. This book explores image processing from several perspectives: the creative, the theoretical (mainly mathematical), and the programmatical. It explains the basic principles of image processing, drawing on key concepts and techniques from mathematics, psychology of perception, computer science, and art, and introduces computer programming as a way to get more control over image processing operations. It does so without requiring college-level mathematics or prior programming experience. The content is supported by PixelMath, a freely available software program that helps the reader understand images as both visual and mathematical objects. The first part of the book covers such topics as digital image representation, sampling, brightness and contrast, color models, geometric transformations, synthesizing images, stereograms, photomosaics, and fractals. The second part of the book introduces computer programming using an open-source version of the easy-to-learn Python language. It covers the basics of image analysis and pattern recognition, including edge detection, convolution, thresholding, contour representation, and K-nearest-neighbor classification. A chapter on computational photography explores such subjects as high-dynamic-range imaging, autofocusing, and methods for automatically inpainting to fill gaps or remove unwanted objects in a scene. Applications described include the design and implementation of an image-based game. The PixelMath software provides a “transparent” view of digital images by allowing the user to view the RGB values of pixels by zooming in on an image. PixelMath provides three interfaces: the pixel calculator; the formula page, an advanced extension of the calculator; and the Python window.

Fundamentals of Digital Imaging in Medicine

Fundamentals of Digital Imaging in Medicine
Author: Roger Bourne
Publisher: Springer Science & Business Media
Total Pages: 209
Release: 2010-01-18
Genre: Medical
ISBN: 1848820879
GET BOOK

Download Fundamentals of Digital Imaging in Medicine Book in PDF, ePub and Kindle

In general, image processing texts are intended for students of engineering and computer science, and there is little written at all on the specific requirements of medical image processing. Students of medical radiation science (Diagnostic radiography, Nuclear medicine, Radiation therapy) usually have minimal mathematical and computer science training and find the available texts incomprehensible. A text that explains the principles of image processing in minimally-mathematical language is needed for these students. Contrary to the claims of some textbook authors, the vast majority of technologists that process images do not need to understand the mathematics involved, but would nevertheless benefit from a thorough understanding of the general process.

A Computational Introduction to Digital Image Processing

A Computational Introduction to Digital Image Processing
Author: Alasdair McAndrew
Publisher: CRC Press
Total Pages: 555
Release: 2015-10-28
Genre: Computers
ISBN: 148224733X
GET BOOK

Download A Computational Introduction to Digital Image Processing Book in PDF, ePub and Kindle

Highly Regarded, Accessible Approach to Image Processing Using Open-Source and Commercial SoftwareA Computational Introduction to Digital Image Processing, Second Edition explores the nature and use of digital images and shows how they can be obtained, stored, and displayed. Taking a strictly elementary perspective, the book only covers topics that

Theoretical Foundations of Digital Imaging Using MATLAB®

Theoretical Foundations of Digital Imaging Using MATLAB®
Author: Leonid P. Yaroslavsky
Publisher: CRC Press
Total Pages: 517
Release: 2012-11-26
Genre: Technology & Engineering
ISBN: 1439861404
GET BOOK

Download Theoretical Foundations of Digital Imaging Using MATLAB® Book in PDF, ePub and Kindle

With the ubiquitous use of digital imaging, a new profession has emerged: imaging engineering. Designed for newcomers to imaging science and engineering, Theoretical Foundations of Digital Imaging Using MATLAB® treats the theory of digital imaging as a specific branch of science. It covers the subject in its entirety, from image formation to image perfecting. Based on the author’s 50 years of working and teaching in the field, the text first addresses the problem of converting images into digital signals that can be stored, transmitted, and processed on digital computers. It then explains how to adequately represent image transformations on computers. After presenting several examples of computational imaging, including numerical reconstruction of holograms and virtual image formation through computer-generated display holograms, the author introduces methods for image perfect resampling and building continuous image models. He also examines the fundamental problem of the optimal estimation of image parameters, such as how to localize targets in images. The book concludes with a comprehensive discussion of linear and nonlinear filtering methods for image perfecting and enhancement. Helping you master digital imaging, this book presents a unified theoretical basis for understanding and designing methods of imaging and image processing. To facilitate a deeper understanding of the major results, it offers a number of exercises supported by MATLAB programs, with the code available at www.crcpress.com.

Digital Image Processing

Digital Image Processing
Author: Wilhelm Burger
Publisher: Springer Science & Business Media
Total Pages: 596
Release: 2012-01-19
Genre: Computers
ISBN: 9781846283796
GET BOOK

Download Digital Image Processing Book in PDF, ePub and Kindle

Written as an introduction for undergraduate students, this textbook covers the most important methods in digital image processing. Formal and mathematical aspects are discussed at a fundamental level and various practical examples and exercises supplement the text. The book uses the image processing environment ImageJ, freely distributed by the National Institute of Health. A comprehensive website supports the book, and contains full source code for all examples in the book, a question and answer forum, slides for instructors, etc. Digital Image Processing in Java is the definitive textbook for computer science students studying image processing and digital processing.