Understanding Digital Image Processing

Author : Vipin Tyagi
Publisher : CRC Press
Page : 368 pages
File Size : 55,9 Mb
Release : 2018-09-13
Category : Science
ISBN : 9781351342674

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Understanding Digital Image Processing by Vipin Tyagi Pdf

This book introduces the fundamental concepts of modern digital image processing. It aims to help the students, scientists, and practitioners to understand the concepts through clear explanations, illustrations and examples. The discussion of the general concepts is supplemented with examples from applications and ready-to-use implementations of concepts in MATLAB®. Program code of some important concepts in programming language 'C' is provided. To explain the concepts, MATLAB® functions are used throughout the book. MATLAB® Version 9.3 (R2017b), Image Acquisition Toolbox Version 5.3 (R2017b), Image Processing Toolbox, Version 10.1 (R2017b) have been used to create the book material. Meant for students and practicing engineers, this book provides a clear, comprehensive and up-to-date introduction to Digital Image Processing in a pragmatic manner.

Author : Rafael C. Gonzalez,Richard E. Woods
Publisher : Pearson UK
Page : 1022 pages
File Size : 51,7 Mb
Release : 2018-06-21
Category : Computers
ISBN : 9781292223070

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Digital Image Processing, Global Edition by Rafael C. Gonzalez,Richard E. Woods Pdf

The full text downloaded to your computer With eBooks you can: search for key concepts, words and phrases make highlights and notes as you study share your notes with friends eBooks are downloaded to your computer and accessible either offline through the Bookshelf (available as a free download), available online and also via the iPad and Android apps. Upon purchase, you will receive via email the code and instructions on how to access this product. Time limit The eBooks products do not have an expiry date. You will continue to access your digital ebook products whilst you have your Bookshelf installed. For courses in Image Processing and Computer Vision. For years, Image Processing has been the foundational text for the study of digital image processing. The book is suited for students at the college senior and first-year graduate level with prior background in mathematical analysis, vectors, matrices, probability, statistics, linear systems, and computer programming. As in all earlier editions, the focus of this edition of the book is on fundamentals. The 4th Edition is based on an extensive survey of faculty, students, and independent readers in 5 institutions from 3 countries. Their feedback led to expanded or new coverage of topics such as deep learning and deep neural networks, including convolutional neural nets, the scale-invariant feature transform (SIFT), MERS, graph cuts, k-means clustering and superpiels, active contours (snakes and level sets), and each histogram matching. Major improvements were made in reorganising the material on image transforms into a more cohesive presentation, and in the discussion of spatial kernels and spatial filtering. Major revisions and additions were made to examples and homework exercises throughout the book.

Author : A. Baskar,Muthaiah Rajappa,Shriram K Vasudevan,T S Murugesh
Publisher : Chapman & Hall/CRC
Page : 0 pages
File Size : 41,7 Mb
Release : 2023
Category : Image processing
ISBN : 1032108576

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Digital Image Processing by A. Baskar,Muthaiah Rajappa,Shriram K Vasudevan,T S Murugesh Pdf

The book augurs to be a mix of theoretical and practical perceptions of the related concepts pertaining to image processing. The primary objectives orient to offer an overview to the elementary concepts and practices appropriate to DIP as well as to provide theoretical exposition. It starts with an expanded coverage of the fundamentals to provide a more comprehensive and cohesive coverage of the topics including but not limited to: Applications and tools for image processing, fundamentals with several implementation examples Concepts of image formation, OpenCV installation with step-by-step screen shots Concepts behind intensity, brightness and contrast, color models Ways by which noises are created in an image and the possible remedial measures Edge detection, Image segmentation, classification, regression, Classification algorithms Importance of frequency domain in image processing field Relevant code snippets and the MATLAB codes, several interesting set of simple programs in OpenCV and Python to aid learning and for complete understanding The video lectures for specific topics through YouTube by the authors enable easy inference for the readers to apply the learnt theory into practice. The addition of contents at the end of each chapter such as quiz, review questions etc., fully prepares the readers for further study. Graduate Students, Post Graduate students, Researchers, and anyone in general interested in Image Processing, Computer Vision, Machine Learning domains etc. can find this book an excellent starting point for information and as an able ally.

Author : Gregory A. Baxes
Publisher : Wiley
Page : 476 pages
File Size : 42,9 Mb
Release : 1994-09-15
Category : Technology & Engineering
ISBN : 0471009490

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Digital Image Processing by Gregory A. Baxes Pdf

Learn about state-of-the-art digital image processing without the complicated math and programming… You don’t have to be a preeminent computer scientist or engineer to get the most out of today’s digital image processing technology. Whether you’re working in medical imaging, machine vision, graphic arts, or just a hobbyist working at home, this book will get you up and running in no time, with all the technical know-how you need to perform sophisticated image processing operations. Designed for end users, as well as an introduction for system designers, developers, and technical managers, this book doesn’t bog you down in complex mathematical formulas or lines of programming code. Instead, in clear down-to-earth language supplemented with numerous example images and the ready-to-run digital image processing program on the enclosed disk, it schools you, step-by-step, in essential digital image processing concepts, principles, techniques, and technologies. Disk contains sample image files and a ready-to-run digital image processing program that lets you do as you learn detailed step-by-step guides to the most commonly used operations, including references to real-world applications and implementations hundreds of before and after images that help illustrate all the operations described comprehensive coverage of current hardware and the best methods for acquiring, displaying, and processing digital images

Author : Scott E Umbaugh
Publisher : CRC Press
Page : 696 pages
File Size : 41,5 Mb
Release : 2005-01-27
Category : Technology & Engineering
ISBN : 0849329191

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Computer Imaging by Scott E Umbaugh Pdf

Computer Imaging: Digital Image Analysis and Processing brings together analysis and processing in a unified framework, providing a valuable foundation for understanding both computer vision and image processing applications. Taking an engineering approach, the text integrates theory with a conceptual and application-oriented style, allowing you to immediately understand how each topic fits into the overall structure of practical application development. Divided into five major parts, the book begins by introducing the concepts and definitions necessary to understand computer imaging. The second part describes image analysis and provides the tools, concepts, and models required to analyze digital images and develop computer vision applications. Part III discusses application areas for the processing of images, emphasizing human visual perception. Part IV delivers the information required to apply a CVIPtools environment to algorithm development. The text concludes with appendices that provide supplemental imaging information and assist with the programming exercises found in each chapter. The author presents topics as needed for understanding each practical imaging model being studied. This motivates the reader to master the topics and also makes the book useful as a reference. The CVIPtools software integrated throughout the book, now in a new Windows version, provides practical examples and encourages you to conduct additional exploration via tutorials and programming exercises provided with each chapter.

Author : Wilhelm Burger,Mark J. Burge
Publisher : Springer Science & Business Media
Page : 369 pages
File Size : 48,7 Mb
Release : 2013-11-18
Category : Computers
ISBN : 9781848829190

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Principles of Digital Image Processing by Wilhelm Burger,Mark J. Burge Pdf

This textbook is the third of three volumes which provide a modern, algorithmic introduction to digital image processing, designed to be used both by learners desiring a firm foundation on which to build, and practitioners in search of critical analysis and concrete implementations of the most important techniques. This volume builds upon the introductory material presented in the first two volumes with additional key concepts and methods in image processing. Features: practical examples and carefully constructed chapter-ending exercises; real implementations, concise mathematical notation, and precise algorithmic descriptions designed for programmers and practitioners; easily adaptable Java code and completely worked-out examples for easy inclusion in existing applications; uses ImageJ; provides a supplementary website with the complete Java source code, test images, and corrections; additional presentation tools for instructors including a complete set of figures, tables, and mathematical elements.

Author : Wilhelm Burger,Mark J. Burge
Publisher : Springer Science & Business Media
Page : 596 pages
File Size : 40,6 Mb
Release : 2012-01-19
Category : Computers
ISBN : 1846283795

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Digital Image Processing by Wilhelm Burger,Mark J. Burge Pdf

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.

Author : Chris Solomon,Toby Breckon
Publisher : John Wiley & Sons
Page : 364 pages
File Size : 55,6 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.

Author : Uvais Qidwai,C.H. Chen
Publisher : CRC Press
Page : 316 pages
File Size : 45,7 Mb
Release : 2009-10-15
Category : Computers
ISBN : 9781420079517

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Digital Image Processing by Uvais Qidwai,C.H. Chen Pdf

Avoiding heavy mathematics and lengthy programming details, Digital Image Processing: An Algorithmic Approach with MATLAB presents an easy methodology for learning the fundamentals of image processing. The book applies the algorithms using MATLAB, without bogging down students with syntactical and debugging issues.One chapter can typically be compl

Author : Scott E Umbaugh
Publisher : CRC Press
Page : 441 pages
File Size : 44,5 Mb
Release : 2023-01-18
Category : Technology & Engineering
ISBN : 9781000788518

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Digital Image Processing and Analysis by Scott E Umbaugh Pdf

1) Learn how to develop computer vision application algorithms 2) Learn to use software tools for analysis and development 3) Learn underlying processes need for image analysis 4) Learn concepts so that the reader can develop their own algorithms 5) Software tools provided

Author : Geoff Dougherty
Publisher : Cambridge University Press
Page : 463 pages
File Size : 49,5 Mb
Release : 2009
Category : Computers
ISBN : 9780521860857

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Digital Image Processing for Medical Applications by Geoff Dougherty Pdf

Hands-on text for a first course aimed at end-users, focusing on concepts, practical issues and problem solving.

Author : William K. Pratt
Publisher : CRC Press
Page : 750 pages
File Size : 53,6 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 : Wayne Niblack
Publisher : Prentice Hall
Page : 224 pages
File Size : 49,5 Mb
Release : 1986
Category : Computers
ISBN : UOM:39015011176404

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An Introduction to Digital Image Processing by Wayne Niblack Pdf

Author : Gabriel Cristobal,Peter Schelkens,Hugo Thienpont
Publisher : John Wiley & Sons
Page : 949 pages
File Size : 49,8 Mb
Release : 2013-02-12
Category : Technology & Engineering
ISBN : 9783527635252

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Optical and Digital Image Processing by Gabriel Cristobal,Peter Schelkens,Hugo Thienpont Pdf

In recent years, Moore's law has fostered the steady growth of the field of digital image processing, though the computational complexity remains a problem for most of the digital image processing applications. In parallel, the research domain of optical image processing has matured, potentially bypassing the problems digital approaches were suffering and bringing new applications. The advancement of technology calls for applications and knowledge at the intersection of both areas but there is a clear knowledge gap between the digital signal processing and the optical processing communities. This book covers the fundamental basis of the optical and image processing techniques by integrating contributions from both optical and digital research communities to solve current application bottlenecks, and give rise to new applications and solutions. Besides focusing on joint research, it also aims at disseminating the knowledge existing in both domains. Applications covered include image restoration, medical imaging, surveillance, holography, etc... "a very good book that deserves to be on the bookshelf of a serious student or scientist working in these areas." Source: Optics and Photonics News

Author : S. Annadurai
Publisher : Pearson Education India
Page : 444 pages
File Size : 55,6 Mb
Release : 2007
Category : Electronic books
ISBN : 8177584790

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Fundamentals of Digital Image Processing by S. Annadurai Pdf