An Interdisciplinary Introduction To Image Processing

Author : Steven L. Tanimoto
Publisher : MIT Press
Page : 565 pages
File Size : 40,6 Mb
Release : 2012-04-27
Category : Computers
ISBN : 9780262017169

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An Interdisciplinary Introduction to Image Processing by Steven L. Tanimoto Pdf

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.

Author : Fei Yan,Salvador E. Venegas-Andraca
Publisher : Springer Nature
Page : 177 pages
File Size : 40,5 Mb
Release : 2020-01-03
Category : Computers
ISBN : 9789813293311

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Quantum Image Processing by Fei Yan,Salvador E. Venegas-Andraca Pdf

This book provides a comprehensive introduction to quantum image processing, which focuses on extending conventional image processing tasks to the quantum computing frameworks. It summarizes the available quantum image representations and their operations, reviews the possible quantum image applications and their implementation, and discusses the open questions and future development trends. It offers a valuable reference resource for graduate students and researchers interested in this emerging interdisciplinary field.

Author : Rae Earnshaw
Publisher : Springer
Page : 86 pages
File Size : 46,6 Mb
Release : 2017-08-25
Category : Computers
ISBN : 9783319614090

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State of the Art in Digital Media and Applications by Rae Earnshaw Pdf

This book presents the user-facing aspects of digital media, from the web and computer games, to mobile technologies and social media, and demonstrates how these are continuously growing and developing. The convergence of IT, telecommunications, and media is bringing about a revolution in the way information is collected, stored, accessed and distributed. Rae Earnshaw's book explores the principal factors driving this and the ways in which social and cultural contexts are affected by media content. This is Professor Earnshaw's fourth book in a series that focuses on digital media and creativity, and through the use of Case Studies; the theoretical, practical and technical aspects of digital media are examined. Readers are informed about how the user as content creator, publisher and broadcaster is changing the traditional roles of news media, publishers and entertainment corporations. Topics such as the evolution of digital imaging and the phenomenon of social media are discussed in relation to this. Professor Earnshaw also demonstrates how changes in technology produce shifts in the ways that consumers utilize it, in an increasing variety of application domains such as e-books, digital cameras, Facebook and Twitter. State of the Art in Digital Media and Applications will be invaluable for readers that want a comprehensive look at how emerging digital media technologies are being used, and how they are transforming how we create, consume, exchange and manipulate media content.

Author : Alasdair McAndrew
Publisher : CRC Press
Page : 555 pages
File Size : 42,5 Mb
Release : 2015-10-28
Category : Computers
ISBN : 9781482247336

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A Computational Introduction to Digital Image Processing by Alasdair McAndrew Pdf

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

Author : Jasna Jankovic,Jürgen Stumper
Publisher : Walter de Gruyter GmbH & Co KG
Page : 555 pages
File Size : 54,9 Mb
Release : 2023-05-22
Category : Technology & Engineering
ISBN : 9783110623604

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PEM Fuel Cells by Jasna Jankovic,Jürgen Stumper Pdf

This book is a comprehensive introduction to the rapidly developing field of modeling and characterization of PEM fuel cells. It focuses on i) fuel cell performance modeling and performance characterization applicable from single cells to stacks, ii) fundamental and advanced techniques for structural and compositional characterization of fuel cell components and iii) electrocatalyst design. Written by experts in this field, this book is an invaluable tool for graduate students and professionals.

Author : John C. Russ,J. Christian Russ
Publisher : CRC Press
Page : 376 pages
File Size : 51,5 Mb
Release : 2017-12-19
Category : Technology & Engineering
ISBN : 9781351837828

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Introduction to Image Processing and Analysis by John C. Russ,J. Christian Russ Pdf

Image processing comprises a broad variety of methods that operate on images to produce another image. A unique textbook, Introduction to Image Processing and Analysis establishes the programming involved in image processing and analysis by utilizing skills in C compiler and both Windows and MacOS programming environments. The provided mathematical background illustrates the workings of algorithms and emphasizes the practical reasons for using certain methods, their effects on images, and their appropriate applications. The text concentrates on image processing and measurement and details the implementation of many of the most widely used and most important image processing and analysis algorithms. Homework problems are included in every chapter with solutions available for download from the CRC Press website The chapters work together to combine image processing with image analysis. The book begins with an explanation of familiar pixel array and goes on to describe the use of frequency space. Chapters 1 and 2 deal with the algorithms used in processing steps that are usually accomplished by a combination of measurement and processing operations, as described in chapters 3 and 4. The authors present each concept using a mixture of three mutually supportive tools: a description of the procedure with example images, the relevant mathematical equations behind each concept, and the simple source code (in C), which illustrates basic operations. In particularly, the source code provides a starting point to develop further modifications. Written by John Russ, author of esteemed Image Processing Handbook now in its fifth edition, this book demonstrates functions to improve an image's of features and detail visibility, improve images for printing or transmission, and facilitate subsequent analysis.

Author : Linda Matthews
Publisher : Taylor & Francis
Page : 149 pages
File Size : 43,6 Mb
Release : 2022-06-24
Category : Architecture
ISBN : 9781000602166

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Design Strategies for Reimagining the City by Linda Matthews Pdf

Design Strategies for Reimagining the City is situated between projective geometry, optical science and architectural design. It draws together seemingly unrelated fields in a series of new digital design tools and techniques underpinned by tested prototypes. The book reveals how the relationship between architectural design and the ubiquitous urban camera can be used to question established structures of control and ownership inherent within the visual model of the Western canon. Using key moments from the broad trajectory of historical and contemporary representational mechanisms and techniques, it describes the image’s impact on city form from the inception of linear perspective geometry to the digital turn. The discussion draws upon combined fields of digital geometry, the pictorial adaptation of human optical cues of colour brightness and shape, and modern image-capture technology (webcams, mobile phones and UAVs) to demonstrate how the permeation of contemporary urban space by digital networks calls for new architectural design tools and techniques. A series of speculative drawings and architectural interventions that apply the new design tools and techniques complete the book. Aimed at researchers, academics and upper-level students in digital design and theory, it makes a timely contribution to the ongoing and broadly debated relationship between representation and architecture.

Author : Wayne Niblack
Publisher : Prentice Hall
Page : 224 pages
File Size : 41,7 Mb
Release : 1986
Category : Computers
ISBN : UOM:39015011176404

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An Introduction to Digital Image Processing by Wayne Niblack Pdf

Author : Thomas B. Moeslund
Publisher : Springer Science & Business Media
Page : 228 pages
File Size : 42,5 Mb
Release : 2012-01-23
Category : Computers
ISBN : 9781447125020

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Introduction to Video and Image Processing by Thomas B. Moeslund Pdf

This textbook presents the fundamental concepts and methods for understanding and working with images and video in an unique, easy-to-read style which ensures the material is accessible to a wide audience. Exploring more than just the basics of image processing, the text provides a specific focus on the practical design and implementation of real systems for processing video data. Features: includes more than 100 exercises, as well as C-code snippets of the key algorithms; covers topics on image acquisition, color images, point processing, neighborhood processing, morphology, BLOB analysis, segmentation in video, tracking, geometric transformation, and visual effects; requires only a minimal understanding of mathematics; presents two chapters dedicated to applications; provides a guide to defining suitable values for parameters in video and image processing systems, and to conversion between the RGB color representation and the HIS, HSV and YUV/YCbCr color representations.

Author : David W. Kammler
Publisher : Cambridge University Press
Page : 39 pages
File Size : 50,6 Mb
Release : 2008-01-17
Category : Mathematics
ISBN : 9781139469036

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A First Course in Fourier Analysis by David W. Kammler Pdf

This book provides a meaningful resource for applied mathematics through Fourier analysis. It develops a unified theory of discrete and continuous (univariate) Fourier analysis, the fast Fourier transform, and a powerful elementary theory of generalized functions and shows how these mathematical ideas can be used to study sampling theory, PDEs, probability, diffraction, musical tones, and wavelets. The book contains an unusually complete presentation of the Fourier transform calculus. It uses concepts from calculus to present an elementary theory of generalized functions. FT calculus and generalized functions are then used to study the wave equation, diffusion equation, and diffraction equation. Real-world applications of Fourier analysis are described in the chapter on musical tones. A valuable reference on Fourier analysis for a variety of students and scientific professionals, including mathematicians, physicists, chemists, geologists, electrical engineers, mechanical engineers, and others.

Author : William K. Pratt
Publisher : CRC Press
Page : 750 pages
File Size : 51,5 Mb
Release : 2013-09-13
Category : Computers
ISBN : 9781482216707

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Introduction to Digital Image Processing by William K. Pratt Pdf

The subject of digital image processing has migrated from a graduate to a junior or senior level course as students become more proficient in mathematical background earlier in their college education. With that in mind, Introduction to Digital Image Processing is simpler in terms of mathematical derivations and eliminates derivations of advanced s

Author : Edward R. Dougherty,Jaakko Astola
Publisher : SPIE Press
Page : 200 pages
File Size : 43,7 Mb
Release : 1994
Category : Technology & Engineering
ISBN : 081941560X

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An Introduction to Nonlinear Image Processing by Edward R. Dougherty,Jaakko Astola Pdf

From a strict semantic point of view, nonlinear image processing encompasses all image processing that is not based on linear operators; however, from a practical, evolutionary point of view, the name itself is usually associated with the study of nonlinear filters, mainly the deterministic and nondeterministic analysis and design of logic-based operators. This Tutorial Text volume explores logic-based operators with emphasis on representation, design, and statistical optimization of nonlinear filters.

Author : Meiqing Wang,Choi-Hong Lai
Publisher : CRC Press
Page : 264 pages
File Size : 49,7 Mb
Release : 2016-04-19
Category : Computers
ISBN : 9781584888987

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A Concise Introduction to Image Processing using C++ by Meiqing Wang,Choi-Hong Lai Pdf

Image recognition has become an increasingly dynamic field with new and emerging civil and military applications in security, exploration, and robotics. Written by experts in fractal-based image and video compression, A Concise Introduction to Image Processing using C++ strengthens your knowledge of fundamentals principles in image acquisition, con

Author : Paul Fieguth
Publisher : Springer Science & Business Media
Page : 465 pages
File Size : 53,7 Mb
Release : 2010-10-17
Category : Mathematics
ISBN : 9781441972941

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Statistical Image Processing and Multidimensional Modeling by Paul Fieguth Pdf

Images are all around us! The proliferation of low-cost, high-quality imaging devices has led to an explosion in acquired images. When these images are acquired from a microscope, telescope, satellite, or medical imaging device, there is a statistical image processing task: the inference of something—an artery, a road, a DNA marker, an oil spill—from imagery, possibly noisy, blurry, or incomplete. A great many textbooks have been written on image processing. However this book does not so much focus on images, per se, but rather on spatial data sets, with one or more measurements taken over a two or higher dimensional space, and to which standard image-processing algorithms may not apply. There are many important data analysis methods developed in this text for such statistical image problems. Examples abound throughout remote sensing (satellite data mapping, data assimilation, climate-change studies, land use), medical imaging (organ segmentation, anomaly detection), computer vision (image classification, segmentation), and other 2D/3D problems (biological imaging, porous media). The goal, then, of this text is to address methods for solving multidimensional statistical problems. The text strikes a balance between mathematics and theory on the one hand, versus applications and algorithms on the other, by deliberately developing the basic theory (Part I), the mathematical modeling (Part II), and the algorithmic and numerical methods (Part III) of solving a given problem. The particular emphases of the book include inverse problems, multidimensional modeling, random fields, and hierarchical methods.

Author : Chris Solomon,Toby Breckon
Publisher : John Wiley & Sons
Page : 364 pages
File Size : 51,9 Mb
Release : 2011-07-05
Category : Science
ISBN : 9781119957003

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Fundamentals of Digital Image Processing by Chris Solomon,Toby Breckon Pdf

This is an introductory to intermediate level text on the science of image processing, which employs the Matlab programming language to illustrate some of the elementary, key concepts in modern image processing and pattern recognition. The approach taken is essentially practical and the book offers a framework within which the concepts can be understood by a series of well chosen examples, exercises and computer experiments, drawing on specific examples from within science, medicine and engineering. Clearly divided into eleven distinct chapters, the book begins with a fast-start introduction to image processing to enhance the accessibility of later topics. Subsequent chapters offer increasingly advanced discussion of topics involving more challenging concepts, with the final chapter looking at the application of automated image classification (with Matlab examples) . Matlab is frequently used in the book as a tool for demonstrations, conducting experiments and for solving problems, as it is both ideally suited to this role and is widely available. Prior experience of Matlab is not required and those without access to Matlab can still benefit from the independent presentation of topics and numerous examples. Features a companion website www.wiley.com/go/solomon/fundamentals containing a Matlab fast-start primer, further exercises, examples, instructor resources and accessibility to all files corresponding to the examples and exercises within the book itself. Includes numerous examples, graded exercises and computer experiments to support both students and instructors alike.