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The Essential Guide to Image Processing

The Essential Guide to Image Processing
A Book

by Alan C. Bovik

  • Publisher : Academic Press
  • Release : 2009-07-08
  • Pages : 672
  • ISBN : 9780080922515
  • Language : En, Es, Fr & De
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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

The Essential Guide to Video Processing
A Book

by Alan C. Bovik

  • Publisher : Academic Press
  • Release : 2009-07-07
  • Pages : 778
  • ISBN : 9780080922508
  • Language : En, Es, Fr & De
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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 & Image Processing

Feature Extraction & Image Processing
A Book

by Mark Nixon

  • Publisher : Elsevier
  • Release : 2008-01-08
  • Pages : 424
  • ISBN : 9780080556727
  • Language : En, Es, Fr & De
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Whilst other books cover a broad range of topics, Feature Extraction and Image Processing takes one of the prime targets of applied computer vision, feature extraction, and uses it to provide an essential guide to the implementation of image processing and computer vision techniques. Acting as both a source of reference and a student text, the book explains techniques and fundamentals in a clear and concise manner and helps readers to develop working techniques, with usable code provided throughout. The new edition is updated throughout in line with developments in the field, and is revised to focus on mathematical programming in Matlab. 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

Feature Extraction and Image Processing for Computer Vision

Feature Extraction and Image Processing for Computer Vision
A Book

by Mark Nixon,Alberto Aguado

  • Publisher : Academic Press
  • Release : 2019-11-17
  • Pages : 650
  • ISBN : 0128149779
  • Language : En, Es, Fr & De
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Feature Extraction for Image Processing and Computer Vision is an essential guide to the implementation of image processing and computer vision techniques, with tutorial introductions and sample code in MATLAB and Python. 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 link between theory and exemplar code of the algorithms." Essential background theory is carefully explained. This text gives students and researchers in image processing and computer vision a complete introduction to classic and state-of-the art methods in feature extraction together with practical guidance on their implementation. The only text to concentrate on feature extraction with working implementation and worked through mathematical derivations and algorithmic methods A thorough overview of available feature extraction methods including essential background theory, shape methods, texture and deep learning Up to date coverage of interest point detection, feature extraction and description and image representation (including frequency domain and colour) Good balance between providing a mathematical background and practical implementation Detailed and explanatory of algorithms in MATLAB and Python

Optical and Digital Image Processing

Optical and Digital Image Processing
Fundamentals and Applications

by Gabriel Cristobal,Peter Schelkens,Hugo Thienpont

  • Publisher : John Wiley & Sons
  • Release : 2013-02-12
  • Pages : 988
  • ISBN : 3527635254
  • Language : En, Es, Fr & De
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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

The Essential Guide to Video Processing

The Essential Guide to Video Processing
A Book

by Alan Conrad Bovik

  • Publisher : Academic Press
  • Release : 2009
  • Pages : 755
  • ISBN : 9780123744562
  • Language : En, Es, Fr & De
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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. * 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.

Image Processing And Analysis: A Primer

Image Processing And Analysis: A Primer
A Book

by Gimel'farb Georgy,Delmas Patrice

  • Publisher : World Scientific
  • Release : 2018-08-24
  • Pages : 248
  • ISBN : 1786345838
  • Language : En, Es, Fr & De
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This textbook guides readers through their first steps into the challenging world of mimicking human vision with computational tools and techniques pertaining to the field of image processing and analysis. While today's theoretical and applied processing and analysis of images meet with challenging and complex problems, this primer is confined to a much simpler, albeit critical, collection of image-to-image transformations, including image normalisation, enhancement, and filtering.It serves as an introduction to beginners, a refresher for undergraduate and graduate students, as well as engineers and computer scientists confronted with a problem to solve in computer vision. The book covers basic image processing/computer vision pipeline techniques, which are widely used in today's computer vision, computer graphics, and image processing, giving the readers enough knowledge to successfully tackle a wide range of applied problems.

Advances in Reasoning-Based Image Processing Intelligent Systems

Advances in Reasoning-Based Image Processing Intelligent Systems
Conventional and Intelligent Paradigms

by Roumen Kountchev,Kazumi Nakamatsu

  • Publisher : Springer Science & Business Media
  • Release : 2012-01-13
  • Pages : 456
  • ISBN : 3642246931
  • Language : En, Es, Fr & De
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The book puts special stress on the contemporary techniques for reasoning-based image processing and analysis: learning based image representation and advanced video coding; intelligent image processing and analysis in medical vision systems; similarity learning models for image reconstruction; visual perception for mobile robot motion control, simulation of human brain activity in the analysis of video sequences; shape-based invariant features extraction; essential of paraconsistent neural networks, creativity and intelligent representation in computational systems. The book comprises 14 chapters. Each chapter is a small monograph, representing resent investigations of authors in the area. The topics of the chapters cover wide scientific and application areas and complement each-other very well. The chapters’ content is based on fundamental theoretical presentations, followed by experimental results and comparison with similar techniques. The size of the chapters is well-ballanced which permits a thorough presentation of the investigated problems. The authors are from universities and R&D institutions all over the world; some of the chapters are prepared by international teams. The book will be of use for university and PhD students, researchers and software developers working in the area of digital image and video processing and analysis.

Research Developments in Computer Vision and Image Processing: Methodologies and Applications

Research Developments in Computer Vision and Image Processing: Methodologies and Applications
Methodologies and Applications

by Srivastava, Rajeev

  • Publisher : IGI Global
  • Release : 2013-09-30
  • Pages : 451
  • ISBN : 1466645598
  • Language : En, Es, Fr & De
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Similar to the way in which computer vision and computer graphics act as the dual fields that connect image processing in modern computer science, the field of image processing can be considered a crucial middle road between the vision and graphics fields. Research Developments in Computer Vision and Image Processing: Methodologies and Applications brings together various research methodologies and trends in emerging areas of application of computer vision and image processing. This book is useful for students, researchers, scientists, and engineers interested in the research developments of this rapidly growing field.

Second International Conference on Image Processing and Capsule Networks

Second International Conference on Image Processing and Capsule Networks
ICIPCN 2021

by Joy Iong-Zong Chen

  • Publisher : Springer Nature
  • Release : 2021
  • Pages : 129
  • ISBN : 3030847608
  • Language : En, Es, Fr & De
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Cellular Automata in Image Processing and Geometry

Cellular Automata in Image Processing and Geometry
A Book

by Paul Rosin,Andrew Adamatzky,Xianfang Sun

  • Publisher : Springer
  • Release : 2014-05-29
  • Pages : 304
  • ISBN : 3319064312
  • Language : En, Es, Fr & De
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The book presents findings, views and ideas on what exact problems of image processing, pattern recognition and generation can be efficiently solved by cellular automata architectures. This volume provides a convenient collection in this area, in which publications are otherwise widely scattered throughout the literature. The topics covered include image compression and resizing; skeletonization, erosion and dilation; convex hull computation, edge detection and segmentation; forgery detection and content based retrieval; and pattern generation. The book advances the theory of image processing, pattern recognition and generation as well as the design of efficient algorithms and hardware for parallel image processing and analysis. It is aimed at computer scientists, software programmers, electronic engineers, mathematicians and physicists, and at everyone who studies or develops cellular automaton algorithms and tools for image processing and analysis, or develops novel architectures and implementations of massive parallel computing devices. The book will provide attractive reading for a general audience because it has do-it-yourself appeal: all the computer experiments presented within it can be implemented with minimal knowledge of programming. The simplicity yet substantial functionality of the cellular automaton approach, and the transparency of the algorithms proposed, makes the text ideal supplementary reading for courses on image processing, parallel computing, automata theory and applications.

Multidimensional Signal and Color Image Processing Using Lattices

Multidimensional Signal and Color Image Processing Using Lattices
A Book

by Eric Dubois

  • Publisher : John Wiley & Sons
  • Release : 2019-03-12
  • Pages : 352
  • ISBN : 1119111757
  • Language : En, Es, Fr & De
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An Innovative Approach to Multidimensional Signals and Systems Theory for Image and Video Processing In this volume, Eric Dubois further develops the theory of multi-D signal processing wherein input and output are vector-value signals. With this framework, he introduces the reader to crucial concepts in signal processing such as continuous- and discrete-domain signals and systems, discrete-domain periodic signals, sampling and reconstruction, light and color, random field models, image representation and more. While most treatments use normalized representations for non-rectangular sampling, this approach obscures much of the geometrical and scale information of the signal. In contrast, Dr. Dubois uses actual units of space-time and frequency. Basis-independent representations appear as much as possible, and the basis is introduced where needed to perform calculations or implementations. Thus, lattice theory is developed from the beginning and rectangular sampling is treated as a special case. This is especially significant in the treatment of color and color image processing and for discrete transform representations based on symmetry groups, including fast computational algorithms. Other features include: An entire chapter on lattices, giving the reader a thorough grounding in the use of lattices in signal processing Extensive treatment of lattices as used to describe discrete-domain signals and signal periodicities Chapters on sampling and reconstruction, random field models, symmetry invariant signals and systems and multidimensional Fourier transformation properties Supplemented throughout with MATLAB examples and accompanying downloadable source code Graduate and doctoral students as well as senior undergraduates and professionals working in signal processing or video/image processing and imaging will appreciate this fresh approach to multidimensional signals and systems theory, both as a thorough introduction to the subject and as inspiration for future research.

Dermoscopy Image Analysis

Dermoscopy Image Analysis
A Book

by M. Emre Celebi,Teresa Mendonca,Jorge S. Marques

  • Publisher : CRC Press
  • Release : 2015-10-16
  • Pages : 470
  • ISBN : 1482253275
  • Language : En, Es, Fr & De
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Dermoscopy is a noninvasive skin imaging technique that uses optical magnification and either liquid immersion or cross-polarized lighting to make subsurface structures more easily visible when compared to conventional clinical images. It allows for the identification of dozens of morphological features that are particularly important in identifying malignant melanoma. Dermoscopy Image Analysis summarizes the state of the art of the computerized analysis of dermoscopy images. The book begins by discussing the influence of color normalization on classification accuracy and then: Investigates gray-world, max-RGB, and shades-of-gray color constancy algorithms, showing significant gains in sensitivity and specificity on a heterogeneous set of images Proposes a new color space that highlights the distribution of underlying melanin and hemoglobin color pigments, leading to more accurate classification and border detection results Determines that the latest border detection algorithms can achieve a level of agreement that is only slightly lower than the level of agreement among experienced dermatologists Provides a comprehensive review of various methods for border detection, pigment network extraction, global pattern extraction, streak detection, and perceptually significant color detection Details a computer-aided diagnosis (CAD) system for melanomas that features an inexpensive acquisition tool, clinically meaningful features, and interpretable classification feedback Presents a highly scalable CAD system implemented in the MapReduce framework, a novel CAD system for melanomas, and an overview of dermatological image databases Describes projects that made use of a publicly available database of dermoscopy images, which contains 200 high-quality images along with their medical annotations Dermoscopy Image Analysis not only showcases recent advances but also explores future directions for this exciting subfield of medical image analysis, covering dermoscopy image analysis from preprocessing to classification.

The Essential Guide to Processing for Flash Developers

The Essential Guide to Processing for Flash Developers
A Book

by Ira Greenberg

  • Publisher : Apress
  • Release : 2010-03-25
  • Pages : 520
  • ISBN : 1430219807
  • Language : En, Es, Fr & De
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Processing is a open source project that bridges the gap between programming and art. Its simplicity and power appeal to non-coders and old-hands alike. As a Flash developer, you already have a firm grasp of basic programming principles and an understanding of creating and controlling visuals through code. This book uses your existing knowledge as a springboard to learning Processing and harnessing the extra creative power and control that it offers, both on and off the web. The Essential Guide to Processing for Flash Developers takes a hands-on approach to learning Processing that builds upon your familiarity with Flash, and your experience with the ActionScript language and object-oriented programming concepts. The book offers a full series of Processing projects, structured to allow less experienced coders to get up to speed quickly, while leaving room for more experienced programmers to take the initial project concepts and build more complex applications. Includes a language primer explaining all of the Processing-specific programming theory you need to know Contains a full series of Processing projects and numerous easy-to-follow code examples Covers Processing's Java mode, providing an easy-to-navigate bridge to programming in Java, Processing's underlying host language

Emerging Technologies in Intelligent Applications for Image and Video Processing

Emerging Technologies in Intelligent Applications for Image and Video Processing
A Book

by Santhi, V.

  • Publisher : IGI Global
  • Release : 2016-01-07
  • Pages : 518
  • ISBN : 1466696869
  • Language : En, Es, Fr & De
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Image and Video Processing is an active area of research due to its potential applications for solving real-world problems. Integrating computational intelligence to analyze and interpret information from image and video technologies is an essential step to processing and applying multimedia data. Emerging Technologies in Intelligent Applications for Image and Video Processing presents the most current research relating to multimedia technologies including video and image restoration and enhancement as well as algorithms used for image and video compression, indexing and retrieval processes, and security concerns. Featuring insight from researchers from around the world, this publication is designed for use by engineers, IT specialists, researchers, and graduate level students.

TV Content Analysis

TV Content Analysis
Techniques and Applications

by Yiannis Kompatsiaris,Bernard Merialdo,Shiguo Lian

  • Publisher : CRC Press
  • Release : 2012-03-19
  • Pages : 674
  • ISBN : 1439855625
  • Language : En, Es, Fr & De
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The rapid advancement of digital multimedia technologies has not only revolutionized the production and distribution of audiovisual content, but also created the need to efficiently analyze TV programs to enable applications for content managers and consumers. Leaving no stone unturned, TV Content Analysis: Techniques and Applications provides a de

Handbook of Multimedia for Digital Entertainment and Arts

Handbook of Multimedia for Digital Entertainment and Arts
A Book

by Borko Furht

  • Publisher : Springer Science & Business Media
  • Release : 2010-03-10
  • Pages : 769
  • ISBN : 9780387890241
  • Language : En, Es, Fr & De
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The advances in computer entertainment, multi-player and online games, technology-enabled art, culture and performance have created a new form of entertainment and art. The success of this new field has influenced the development of the digital entertainment industry and related products/services, which has impacted every aspect of our lives. Handbook of Multimedia for Digital Entertainment and Arts is an edited volume contributed by worldwide experts in the field of the new digital and interactive media, and their applications in entertainment and arts. This handbook covers leading edge media technologies, and the latest research applied to digital entertainment and arts. The main focus of Handbook of Multimedia for Digital Entertainment and Arts targets interactive and online games, edutainment, e-performance, personal broadcasting, innovative technologies for digital arts, digital visual and auditory media, augmented reality, moving media, and other advanced topics. The final chapters of this book present future trends and developments within this explosive field. Handbook of Multimedia for Digital Entertainment and Arts serves as a primary reference for advanced-level students, researchers and professors studying computer science and electrical engineering. With the dramatic growth of interactive digital entertainment and art applications, this handbook is also suitable as a reference for practitioners, programmers, and engineers working in this field.

Multidimensional Signal, Image, and Video Processing and Coding

Multidimensional Signal, Image, and Video Processing and Coding
A Book

by John William Woods

  • Publisher : Academic Press
  • Release : 2012
  • Pages : 595
  • ISBN : 0123814200
  • Language : En, Es, Fr & De
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This fully revised and expanded edition gives readers the necessary understanding of image and video processing concepts to contribute to this hot technology's future advances. Important new topics include introductory random processes, image enhancement and analysis, and the new MPEG scalable video coding standard.

Advanced Techniques in Musculoskeletal Medicine & Physiotherapy - E-Book

Advanced Techniques in Musculoskeletal Medicine & Physiotherapy - E-Book
using minimally invasive therapies in practice

by Fermín Valera Garrido,Francisco Minaya Muñoz

  • Publisher : Elsevier Health Sciences
  • Release : 2015-08-24
  • Pages : 544
  • ISBN : 070206498X
  • Language : En, Es, Fr & De
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Advanced Techniques in Musculoskeletal Medicine & Physiotherapy is a brand new, highly illustrated guide to the diagnosis and treatment of musculoskeletal disorders. It demonstrates how to safely and effectively use selected minimally invasive therapies in practice. In addition to more well-established techniques such as acupuncture or dry needling, this ground-breaking resource also covers techniques including intratissue percutaneous electrolysis, mesotherapy, percutaneous needle tenotomy, and high volume image guided injections. Other featured chapters include those on specific musculoskeletal ultrasound such as sonoanatomy and ultrasound-guided procedures. Each chapter describes the principles, indications and contraindications, mechanisms of action and detailed outlines of techniques with an emphasis throughout on accessible practical information. Additionally, methodologies, research results and summaries of studies for particular minimally invasive therapies are presented. The book is also supported by a companion website – www.advancedtechniquesonline.com – containing procedural video clips, a full colour image library and interactive multiple choice questions (MCQs). skills-based and clinically-oriented – reinforced by the latest contemporary scientific medical research chapters on outcomes in clinical practice indications and contraindications discussed clinical cases, key terms and key points boxes used throughout companion website – www.advancedtechniquesonline.com – containing procedural video clips, full colour image bank and interactive MCQs

Pattern Recognition

Pattern Recognition
33rd DAGM Symposium, Frankfurt/Main, Germany, August 31 - September 2, 2011, Proceedings

by Rudolf Mester,Michael Felsberg

  • Publisher : Springer
  • Release : 2011-09-02
  • Pages : 473
  • ISBN : 3642231233
  • Language : En, Es, Fr & De
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This book constitutes the refereed proceedings of the 33rd Symposium of the German Association for Pattern Recognition, DAGM 2011, held in Frankfurt/Main, Germany, in August/September 2011. The 20 revised full papers and 22 revised poster papers were carefully reviewed and selected from 98 submissions. The papers are organized in topical sections on object recognition, adverse vision conditions challenge, shape and matching, segmentation and early vision, robot vision, machine learning, and motion. The volume also includes the young researcher's forum, a section where a carefully jury-selected ensemble of young researchers present their Master thesis work.