The Essential Guide To Image Processing

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The Essential Guide to Image Processing

Alan C. Bovik
The Essential Guide to Image Processing Book PDF

Author : Alan C. Bovik
Publisher : Academic Press
Page : 877 pages
File Size : 54,9 Mb
Release : 2009-07-08
Category : Technology & Engineering
ISBN : 9780080922515

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The Essential Guide to Image Processing by Alan C. Bovik Pdf

A complete introduction to the basic and intermediate concepts of image processing from the leading people in the field Up-to-date content, including statistical modeling of natural, anistropic diffusion, image quality and the latest developments in JPEG 2000 This comprehensive and state-of-the art approach to image processing gives engineers and students a thorough introduction, and includes full coverage of key applications: image watermarking, fingerprint recognition, face recognition and iris recognition and medical imaging. "This book combines basic image processing techniques with some of the most advanced procedures. Introductory chapters dedicated to general principles are presented alongside detailed application-orientated ones. As a result it is suitably adapted for different classes of readers, ranging from Master to PhD students and beyond." – Prof. Jean-Philippe Thiran, EPFL, Lausanne, Switzerland "Al Bovik’s compendium proceeds systematically from fundamentals to today’s research frontiers. Professor Bovik, himself a highly respected leader in the field, has invited an all-star team of contributors. Students, researchers, and practitioners of image processing alike should benefit from the Essential Guide." – Prof. Bernd Girod, Stanford University, USA "This book is informative, easy to read with plenty of examples, and allows great flexibility in tailoring a course on image processing or analysis." – Prof. Pamela Cosman, University of California, San Diego, USA A complete and modern introduction to the basic and intermediate concepts of image processing – edited and written by the leading people in the field An essential reference for all types of engineers working on image processing applications Up-to-date content, including statistical modelling of natural, anisotropic diffusion, image quality and the latest developments in JPEG 2000

The Essential Guide to Video Processing

Alan C. Bovik
The Essential Guide to Video Processing Book PDF

Author : Alan C. Bovik
Publisher : Academic Press
Page : 778 pages
File Size : 42,6 Mb
Release : 2009-07-07
Category : Technology & Engineering
ISBN : 0080922503

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The Essential Guide to Video Processing by Alan C. Bovik Pdf

This comprehensive and state-of-the art approach to video processing gives engineers and students a comprehensive introduction and includes full coverage of key applications: wireless video, video networks, video indexing and retrieval and use of video in speech processing. Containing all the essential methods in video processing alongside the latest standards, it is a complete resource for the professional engineer, researcher and graduate student. Numerous conceptual and numerical examples All the latest standards are thoroughly covered: MPEG-1, MPEG-2, MPEG-4, H.264 and AVC Coverage of the latest techniques in video security "Like its sister volume "The Essential Guide to Image Processing," Professor Bovik’s Essential Guide to Video Processing provides a timely and comprehensive survey, with contributions from leading researchers in the area. Highly recommended for everyone with an interest in this fascinating and fast-moving field." —Prof. Bernd Girod, Stanford University, USA * Edited by a leading person in the field who created the IEEE International Conference on Image Processing, with contributions from experts in their fields. * Numerous conceptual and numerical examples *All the latest standards are thoroughly covered: MPEG-1, MPEG-2, MPEG-4, H.264 and AVC. * Coverage of the latest techniques in video security

Feature Extraction and Image Processing for Computer Vision

Mark Nixon
Feature Extraction and Image Processing for Computer Vision Book PDF

Author : Mark Nixon
Publisher : Academic Press
Page : 629 pages
File Size : 47,5 Mb
Release : 2012-12-18
Category : Computers
ISBN : 9780123978240

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Feature Extraction and Image Processing for Computer Vision by Mark Nixon Pdf

Feature Extraction and Image Processing for Computer Vision is an essential guide to the implementation of image processing and computer vision techniques, with tutorial introductions and sample code in Matlab. Algorithms are presented and fully explained to enable complete understanding of the methods and techniques demonstrated. As one reviewer noted, "The main strength of the proposed book is the exemplar code of the algorithms." Fully updated with the latest developments in feature extraction, including expanded tutorials and new techniques, this new edition contains extensive new material on Haar wavelets, Viola-Jones, bilateral filtering, SURF, PCA-SIFT, moving object detection and tracking, development of symmetry operators, LBP texture analysis, Adaboost, and a new appendix on color models. Coverage of distance measures, feature detectors, wavelets, level sets and texture tutorials has been extended. Named a 2012 Notable Computer Book for Computing Methodologies by Computing Reviews Essential reading for engineers and students working in this cutting-edge field Ideal module text and background reference for courses in image processing and computer vision The only currently available text to concentrate on feature extraction with working implementation and worked through derivation

A Beginner’s Guide to Image Preprocessing Techniques

Jyotismita Chaki,Nilanjan Dey
A Beginner s Guide to Image Preprocessing Techniques Book PDF

Author : Jyotismita Chaki,Nilanjan Dey
Publisher : CRC Press
Page : 95 pages
File Size : 53,5 Mb
Release : 2018-10-25
Category : Computers
ISBN : 9780429805103

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A Beginner’s Guide to Image Preprocessing Techniques by Jyotismita Chaki,Nilanjan Dey Pdf

For optimal computer vision outcomes, attention to image pre-processing is required so that one can improve image features by eliminating unwanted falsification. This book emphasizes various image pre-processing methods which are necessary for early extraction of features from the image. Effective use of image pre-processing can offer advantages and resolve complications that finally results in improved detection of local and global features. Different approaches for image enrichments and improvements are conferred in this book that will affect the feature analysis depending on how the procedures are employed. Key Features Describes the methods used to prepare images for further analysis which includes noise removal, enhancement, segmentation, local, and global feature description Includes image data pre-processing for neural networks and deep learning Covers geometric, pixel brightness, filtering, mathematical morphology transformation, and segmentation pre-processing techniques Illustrates a combination of basic and advanced pre-processing techniques essential to computer vision pipeline Details complications to resolve using image pre-processing

Field Guide to Image Processing

Khan Mohammad Iftekharuddin,Abdul A. S. Awwal
Field Guide to Image Processing Book PDF

Author : Khan Mohammad Iftekharuddin,Abdul A. S. Awwal
Publisher : SPIE-International Society for Optical Engineering
Page : 0 pages
File Size : 52,5 Mb
Release : 2012
Category : Image compression
ISBN : 0819490210

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Field Guide to Image Processing by Khan Mohammad Iftekharuddin,Abdul A. S. Awwal Pdf

Digital imaging is essential to many industries, such as remote sensing, entertainment, defense, and biotechnology, and many processing techniques have been developed over time. This Field Guide serves as a resource for commonly used image-processing concepts and tools; with this foundation, readers will better understand how to apply these tools to various problems encountered in the field. Topics include filtering, time-frequency-domain processing, and image compression, morphology, and restoration.

Industrial Image Processing

Christian Demant,Bernd Streicher-Abel,Peter Waszkewitz
Industrial Image Processing Book PDF

Author : Christian Demant,Bernd Streicher-Abel,Peter Waszkewitz
Publisher : Springer Science & Business Media
Page : 342 pages
File Size : 40,8 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9783642585500

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Industrial Image Processing by Christian Demant,Bernd Streicher-Abel,Peter Waszkewitz Pdf

This practical introduction focuses on how to build integrated solutions to industrial vision problems from individual algorithms. It gives a hands-on guide for setting up automated visual inspection systems using real-world examples and the NeuroCheck software package, included on CD-ROM.

Space Image Processing

Julio Sanchez
Space Image Processing Book PDF

Author : Julio Sanchez
Publisher : Routledge
Page : 457 pages
File Size : 55,5 Mb
Release : 2018-12-19
Category : Technology & Engineering
ISBN : 9781351415439

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Space Image Processing by Julio Sanchez Pdf

Space Image Processing covers the design and coding of PC software for processing and manipulating imagery obtained by satellites and other spacecraft. Although the contents relate to several scientific and technological fields, it serves as a programming book, providing readers with essential technical information for developing PC applications. The material focuses on images of the planet and other celestial bodies obtained by orbiting and non-orbiting spacecraft. This book is not about raster graphics in general, but about raster graphics processing as it applies to space imagery. Three parts divide the text: 1. Science - background at an introductory level - scientific principles underlying space imagery and its processing - topics related to space and remote sensing. 2. Technology - topics related to space imagery - geodesy, cartography, image data formats, image processing. 3. Programming - code examples for DOS and Windows programming on the PC - consideration of low-level and C++ code - routines with a tutorial and demonstrative purpose.

Image Processing and Pattern Recognition

Frank Y. Shih
Image Processing and Pattern Recognition Book PDF

Author : Frank Y. Shih
Publisher : John Wiley & Sons
Page : 564 pages
File Size : 44,8 Mb
Release : 2010-05-03
Category : Technology & Engineering
ISBN : 9780470404614

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Image Processing and Pattern Recognition by Frank Y. Shih Pdf

A comprehensive guide to the essential principles of image processing and pattern recognition Techniques and applications in the areas of image processing and pattern recognition are growing at an unprecedented rate. Containing the latest state-of-the-art developments in the field, Image Processing and Pattern Recognition presents clear explanations of the fundamentals as well as the most recent applications. It explains the essential principles so readers will not only be able to easily implement the algorithms and techniques, but also lead themselves to discover new problems and applications. Unlike other books on the subject, this volume presents numerous fundamental and advanced image processing algorithms and pattern recognition techniques to illustrate the framework. Scores of graphs and examples, technical assistance, and practical tools illustrate the basic principles and help simplify the problems, allowing students as well as professionals to easily grasp even complicated theories. It also features unique coverage of the most interesting developments and updated techniques, such as image watermarking, digital steganography, document processing and classification, solar image processing and event classification, 3-D Euclidean distance transformation, shortest path planning, soft morphology, recursive morphology, regulated morphology, and sweep morphology. Additional topics include enhancement and segmentation techniques, active learning, feature extraction, neural networks, and fuzzy logic. Featuring supplemental materials for instructors and students, Image Processing and Pattern Recognition is designed for undergraduate seniors and graduate students, engineering and scientific researchers, and professionals who work in signal processing, image processing, pattern recognition, information security, document processing, multimedia systems, and solar physics.

Digital Image Processing for Medical Applications

Geoff Dougherty
Digital Image Processing for Medical Applications Book PDF

Author : Geoff Dougherty
Publisher : Cambridge University Press
Page : 463 pages
File Size : 44,5 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.

Markov Random Fields for Vision and Image Processing

Andrew Blake,Pushmeet Kohli,Carsten Rother
Markov Random Fields for Vision and Image Processing Book PDF

Author : Andrew Blake,Pushmeet Kohli,Carsten Rother
Publisher : MIT Press
Page : 472 pages
File Size : 42,9 Mb
Release : 2011-07-22
Category : Computers
ISBN : 9780262297448

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Markov Random Fields for Vision and Image Processing by Andrew Blake,Pushmeet Kohli,Carsten Rother Pdf

State-of-the-art research on MRFs, successful MRF applications, and advanced topics for future study. This volume demonstrates the power of the Markov random field (MRF) in vision, treating the MRF both as a tool for modeling image data and, utilizing recently developed algorithms, as a means of making inferences about images. These inferences concern underlying image and scene structure as well as solutions to such problems as image reconstruction, image segmentation, 3D vision, and object labeling. It offers key findings and state-of-the-art research on both algorithms and applications. After an introduction to the fundamental concepts used in MRFs, the book reviews some of the main algorithms for performing inference with MRFs; presents successful applications of MRFs, including segmentation, super-resolution, and image restoration, along with a comparison of various optimization methods; discusses advanced algorithmic topics; addresses limitations of the strong locality assumptions in the MRFs discussed in earlier chapters; and showcases applications that use MRFs in more complex ways, as components in bigger systems or with multiterm energy functions. The book will be an essential guide to current research on these powerful mathematical tools.

The Image Processing Handbook

John C. Russ
The Image Processing Handbook Book PDF

Author : John C. Russ
Publisher : CRC Press
Page : 836 pages
File Size : 54,5 Mb
Release : 2006-12-19
Category : Medical
ISBN : 9780203881095

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The Image Processing Handbook by John C. Russ Pdf

Now in its fifth edition, John C. Russ‘s monumental image processing reference is an even more complete, modern, and hands-on tool than ever before. The Image Processing Handbook, Fifth Edition is fully updated and expanded to reflect the latest developments in the field. Written by an expert with unequalled experience and authority, it offers clea

Medical Image Processing

Geoff Dougherty
Medical Image Processing Book PDF

Author : Geoff Dougherty
Publisher : Springer Science & Business Media
Page : 380 pages
File Size : 53,5 Mb
Release : 2011-07-25
Category : Technology & Engineering
ISBN : 1441997792

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Medical Image Processing by Geoff Dougherty Pdf

The book is designed for end users in the field of digital imaging, who wish to update their skills and understanding with the latest techniques in image analysis. The book emphasizes the conceptual framework of image analysis and the effective use of image processing tools. It uses applications in a variety of fields to demonstrate and consolidate both specific and general concepts, and to build intuition, insight and understanding. Although the chapters are essentially self-contained they reference other chapters to form an integrated whole. Each chapter employs a pedagogical approach to ensure conceptual learning before introducing specific techniques and “tricks of the trade”. The book concentrates on a number of current research applications, and will present a detailed approach to each while emphasizing the applicability of techniques to other problems. The field of topics is wide, ranging from compressive (non-uniform) sampling in MRI, through automated retinal vessel analysis to 3-D ultrasound imaging and more. The book is amply illustrated with figures and applicable medical images. The reader will learn the techniques which experts in the field are currently employing and testing to solve particular research problems, and how they may be applied to other problems.

Introduction to Video and Image Processing

Thomas B. Moeslund
Introduction to Video and Image Processing Book PDF

Author : Thomas B. Moeslund
Publisher : Springer Science & Business Media
Page : 228 pages
File Size : 44,6 Mb
Release : 2012-01-24
Category : Computers
ISBN : 9781447125037

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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.

Biomedical Image Processing

Thomas Martin Deserno
Biomedical Image Processing Book PDF

Author : Thomas Martin Deserno
Publisher : Springer Science & Business Media
Page : 595 pages
File Size : 46,7 Mb
Release : 2011-03-01
Category : Science
ISBN : 9783642158162

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Biomedical Image Processing by Thomas Martin Deserno Pdf

In modern medicine, imaging is the most effective tool for diagnostics, treatment planning and therapy. Almost all modalities have went to directly digital acquisition techniques and processing of this image data have become an important option for health care in future. This book is written by a team of internationally recognized experts from all over the world. It provides a brief but complete overview on medical image processing and analysis highlighting recent advances that have been made in academics. Color figures are used extensively to illustrate the methods and help the reader to understand the complex topics.

Introduction to Image Processing and Analysis

John C. Russ,J. Christian Russ
Introduction to Image Processing and Analysis Book PDF

Author : John C. Russ,J. Christian Russ
Publisher : CRC Press
Page : 394 pages
File Size : 41,6 Mb
Release : 2017-12-19
Category : Technology & Engineering
ISBN : 9781420006490

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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.