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The Essential Guide To Image Processing

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The Essential Guide to Image Processing

The Essential Guide to Image Processing Book
Author : Alan C. Bovik
Publisher : Academic Press
Release : 2009-07-08
ISBN : 9780080922515
Language : En, Es, Fr & De

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Book Description :

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 Book
Author : Alan C. Bovik
Publisher : Academic Press
Release : 2009-07-07
ISBN : 9780080922508
Language : En, Es, Fr & De

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Book Description :

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

Feature Extraction and Image Processing for Computer Vision Book
Author : Mark Nixon,Alberto Aguado
Publisher : Academic Press
Release : 2019-11-17
ISBN : 0128149779
Language : En, Es, Fr & De

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Book Description :

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

Handbook of Image and Video Processing

Handbook of Image and Video Processing Book
Author : Alan C. Bovik
Publisher : Academic Press
Release : 2010-07-21
ISBN : 0080533612
Language : En, Es, Fr & De

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Book Description :

55% new material in the latest edition of this “must-have for students and practitioners of image & video processing! This Handbook is intended to serve as the basic reference point on image and video processing, in the field, in the research laboratory, and in the classroom. Each chapter has been written by carefully selected, distinguished experts specializing in that topic and carefully reviewed by the Editor, Al Bovik, ensuring that the greatest depth of understanding be communicated to the reader. Coverage includes introductory, intermediate and advanced topics and as such, this book serves equally well as classroom textbook as reference resource. • Provides practicing engineers and students with a highly accessible resource for learning and using image/video processing theory and algorithms • Includes a new chapter on image processing education, which should prove invaluable for those developing or modifying their curricula • Covers the various image and video processing standards that exist and are emerging, driving today’s explosive industry • Offers an understanding of what images are, how they are modeled, and gives an introduction to how they are perceived • Introduces the necessary, practical background to allow engineering students to acquire and process their own digital image or video data • Culminates with a diverse set of applications chapters, covered in sufficient depth to serve as extensible models to the reader’s own potential applications About the Editor... Al Bovik is the Cullen Trust for Higher Education Endowed Professor at The University of Texas at Austin, where he is the Director of the Laboratory for Image and Video Engineering (LIVE). He has published over 400 technical articles in the general area of image and video processing and holds two U.S. patents. Dr. Bovik was Distinguished Lecturer of the IEEE Signal Processing Society (2000), received the IEEE Signal Processing Society Meritorious Service Award (1998), the IEEE Third Millennium Medal (2000), and twice was a two-time Honorable Mention winner of the international Pattern Recognition Society Award. He is a Fellow of the IEEE, was Editor-in-Chief, of the IEEE Transactions on Image Processing (1996-2002), has served on and continues to serve on many other professional boards and panels, and was the Founding General Chairman of the IEEE International Conference on Image Processing which was held in Austin, Texas in 1994. * No other resource for image and video processing contains the same breadth of up-to-date coverage * Each chapter written by one or several of the top experts working in that area * Includes all essential mathematics, techniques, and algorithms for every type of image and video processing used by electrical engineers, computer scientists, internet developers, bioengineers, and scientists in various, image-intensive disciplines

Optical and Digital Image Processing

Optical and Digital Image Processing Book
Author : Gabriel Cristobal,Peter Schelkens,Hugo Thienpont
Publisher : John Wiley & Sons
Release : 2013-02-12
ISBN : 3527635254
Language : En, Es, Fr & De

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Book Description :

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 Processing for Flash Developers

The Essential Guide to Processing for Flash Developers Book
Author : Ira Greenberg
Publisher : Apress
Release : 2010-03-25
ISBN : 1430219807
Language : En, Es, Fr & De

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Book Description :

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

A Beginner s Guide to Image Preprocessing Techniques

A Beginner   s Guide to Image Preprocessing Techniques Book
Author : Jyotismita Chaki,Nilanjan Dey
Publisher : CRC Press
Release : 2018-10-25
ISBN : 0429805101
Language : En, Es, Fr & De

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Book Description :

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

Medical Image Processing

Medical Image Processing Book
Author : Geoff Dougherty
Publisher : Springer Science & Business Media
Release : 2011-07-25
ISBN : 9781441997791
Language : En, Es, Fr & De

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Book Description :

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.

Digital Image Processing for Medical Applications

Digital Image Processing for Medical Applications Book
Author : Geoff Dougherty
Publisher : Cambridge University Press
Release : 2009
ISBN : 0521860857
Language : En, Es, Fr & De

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Book Description :

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

TV Content Analysis

TV Content Analysis Book
Author : Yiannis Kompatsiaris,Bernard Merialdo,Shiguo Lian
Publisher : CRC Press
Release : 2012-03-19
ISBN : 1439855625
Language : En, Es, Fr & De

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Book Description :

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

Markov Random Fields for Vision and Image Processing

Markov Random Fields for Vision and Image Processing Book
Author : Andrew Blake,Pushmeet Kohli,Carsten Rother
Publisher : MIT Press
Release : 2011-07-22
ISBN : 0262015773
Language : En, Es, Fr & De

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Book Description :

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.

Handbook of Multimedia for Digital Entertainment and Arts

Handbook of Multimedia for Digital Entertainment and Arts Book
Author : Borko Furht
Publisher : Springer Science & Business Media
Release : 2010-03-10
ISBN : 9780387890241
Language : En, Es, Fr & De

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Book Description :

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.

Advanced Techniques in Musculoskeletal Medicine Physiotherapy E Book

Advanced Techniques in Musculoskeletal Medicine   Physiotherapy   E Book Book
Author : Fermín Valera Garrido,Francisco Minaya Muñoz
Publisher : Elsevier Health Sciences
Release : 2015-08-24
ISBN : 070206498X
Language : En, Es, Fr & De

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Book Description :

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

Industrial Image Processing

Industrial Image Processing Book
Author : Christian Demant,Bernd Streicher-Abel,Peter Waszkewitz
Publisher : Springer Science & Business Media
Release : 2012-12-06
ISBN : 3642585507
Language : En, Es, Fr & De

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Book Description :

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.

The Digital Negative

The Digital Negative Book
Author : Jeff Schewe
Publisher : Peachpit Press
Release : 2015-08-29
ISBN : 0134033396
Language : En, Es, Fr & De

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Book Description :

Shooting in the raw format gives digital photographers complete control over every aspect of image quality. The Digital Negative is devoted exclusively to the topic and shows you how to make the most of that control to extract the best-possible raw rendering of your digital negatives and to use Photoshop to achieve the highest quality in your images. In this update of his best-selling book, renowned photographer and author Jeff Schewe outlines a foolproof process for working with these digital negatives and presents his real-world expertise on optimizing raw images. You’ll learn hands-on techniques for exposing and shooting for raw image capture and developing a raw processing workflow, as well as Photoshop techniques for perfecting the master image, converting color to black and white, and processing for panoramic and HDR images. This second edition covers all the major updates and new features in Camera Raw, Lightroom, and Photoshop, such as GPU acceleration, Radial Filters, Pano Merge, and more. Get the best tone and color from your digital negatives. Use Lightroom and Camera Raw sharpening controls to maximize image quality. Produce stunning black and white images. Learn how to remove people from photos in Photoshop using Smart Objects and Layer Blending. Use HDR in Camera Raw and Lightroom. And much more! Visit the book’s companion website at TheDigitalNegativeBook.com for sample images and more.

The Essential Guide to Digital Signal Processing

The Essential Guide to Digital Signal Processing Book
Author : Richard G. Lyons,D. Lee Fugal
Publisher : Prentice Hall
Release : 2014-05-15
ISBN : 0133804739
Language : En, Es, Fr & De

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Book Description :

How signal processing works: clear, simple explanations in plain English Breakthrough DSP applications: from smartphones to healthcare and beyond Covers both digital and analog signals An indispensable resource for tech writers, marketers, managers, and other nonengineers The Complete DSP Guide for Businesspeople and Nontechnical Professionals Digital signal processing (DSP) technology is everywhere–each time you use a smartphone, tablet, or computer; play an MP3; watch a digital TV or DVD; get GPS directions; play a video game; take a digital photo; or even have an MRI, DSP technology is at work. Now, for the first time, The Essential Guide to Digital Signal Processing offers readers of all levels simple, plain-English explanations of digital and analog signals and modern DSP applications. Whether you sell technology, write about it, manage it, fix it, or invest in it, this is the book for you. Using everyday examples and simple diagrams, two leading DSP consultants and instructors completely demystify signal processing. You’ll discover what digital signals are, how they’re generated, and how they’re changing your life. You’ll learn all you need to know about digital signal collection, filtering, analysis, and more, and how DSP works in today’s most exciting devices and applications. Coverage includes How engineers understand and work with analog signal spectra and frequencies How digital signals are generated and used in modern electronic devices The surprising things that happen when analog signals are converted to digital form How (and why) engineers compute digital signal spectra with Fourier transforms What wavelets are and how they’re used everywhere, from medicine to the camera in your smartphone How digital filters are used in DSP applications Cutting-edge DSP applications, from automatic music-tuning software to medical EKG signal analysis A comprehensive glossary of signal processing terminology and acronyms You’ll gain a clear, conceptual understanding of all key signal processing operations and vocabulary. That means you’ll understand much of the “magic” built into today’s newest devices, and you’ll be ready to succeed in virtually any nontechnical role that requires DSP knowledge.

The Essential Guide to Flash CS4 AIR Development

The Essential Guide to Flash CS4 AIR Development Book
Author : Marco Casario
Publisher : Apress
Release : 2009-01-23
ISBN : 1430215895
Language : En, Es, Fr & De

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Book Description :

We all know what a great tool Flash is for creating dynamic, engaging web content, and Adobe's CS4 release just makes it even better. Among the newer features is the ability to take all the power of Flash for the Web and put in on the desktop using AIR. AIR capability is built right into the Flash CS4 integrated development environment, which means you can start writing desktop applications right away. This book not only covers the essentials of using Flash with AIR (and AIR with Flash), but also shows you how to extend application functionality in new ways. Once you've got Flash on the desktop, you're no longer constrained by the limitations of running inside a web browser. You'll have access to the local desktop file system, and AIR adds SQLite functionality for native database support. And just as Flash animations have a consistent look and feel across browsers, AIR allows you to create applications that work consistently across operating systems—Mac OS X, Windows, and Linux. For any Flash developer who wants to go from the Web to the desktop (and who doesn't?), this book is required reading. It not only tells you how to do it, but is full of practical, easy-to-follow examples that will have you building desktop AIR applications with Flash in no time. Expanding your existing Flash skills with the Essential Guide to Flash CS4 AIR Development will make you an even more potent and indispensable force on any development team!

Practical Image and Video Processing Using MATLAB

Practical Image and Video Processing Using MATLAB Book
Author : Oge Marques
Publisher : John Wiley & Sons
Release : 2011-08-04
ISBN : 111809347X
Language : En, Es, Fr & De

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Book Description :

UP-TO-DATE, TECHNICALLY ACCURATE COVERAGE OF ESSENTIAL TOPICS IN IMAGE AND VIDEO PROCESSING This is the first book to combine image and video processing with a practical MATLAB®-oriented approach in order to demonstrate the most important image and video techniques and algorithms. Utilizing minimal math, the contents are presented in a clear, objective manner, emphasizing and encouraging experimentation. The book has been organized into two parts. Part I: Image Processing begins with an overview of the field, then introduces the fundamental concepts, notation, and terminology associated with image representation and basic image processing operations. Next, it discusses MATLAB® and its Image Processing Toolbox with the start of a series of chapters with hands-on activities and step-by-step tutorials. These chapters cover image acquisition and digitization; arithmetic, logic, and geometric operations; point-based, histogram-based, and neighborhood-based image enhancement techniques; the Fourier Transform and relevant frequency-domain image filtering techniques; image restoration; mathematical morphology; edge detection techniques; image segmentation; image compression and coding; and feature extraction and representation. Part II: Video Processing presents the main concepts and terminology associated with analog video signals and systems, as well as digital video formats and standards. It then describes the technically involved problem of standards conversion, discusses motion estimation and compensation techniques, shows how video sequences can be filtered, and concludes with an example of a solution to object detection and tracking in video sequences using MATLAB®. Extra features of this book include: More than 30 MATLAB® tutorials, which consist of step-by-step guides toexploring image and video processing techniques using MATLAB® Chapters supported by figures, examples, illustrative problems, and exercises Useful websites and an extensive list of bibliographical references This accessible text is ideal for upper-level undergraduate and graduate students in digital image and video processing courses, as well as for engineers, researchers, software developers, practitioners, and anyone who wishes to learn about these increasingly popular topics on their own.

The Essential Guide to Computer Data Storage

The Essential Guide to Computer Data Storage Book
Author : Andrei Khurshudov
Publisher : Prentice Hall Professional
Release : 2001
ISBN : 0130927392
Language : En, Es, Fr & De

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Book Description :

Explores recent innovations in information and data storage technology.

Essential Image Processing and GIS for Remote Sensing

Essential Image Processing and GIS for Remote Sensing Book
Author : Jian Guo Liu,Philippa J. Mason
Publisher : John Wiley & Sons
Release : 2013-04-10
ISBN : 1118687973
Language : En, Es, Fr & De

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Book Description :

Essential Image Processing and GIS for Remote Sensing is an accessible overview of the subject and successfully draws together these three key areas in a balanced and comprehensive manner. The book provides an overview of essential techniques and a selection of key case studies in a variety of application areas. Key concepts and ideas are introduced in a clear and logical manner and described through the provision of numerous relevant conceptual illustrations. Mathematical detail is kept to a minimum and only referred to where necessary for ease of understanding. Such concepts are explained through common sense terms rather than in rigorous mathematical detail when explaining image processing and GIS techniques, to enable students to grasp the essentials of a notoriously challenging subject area. The book is clearly divided into three parts, with the first part introducing essential image processing techniques for remote sensing. The second part looks at GIS and begins with an overview of the concepts, structures and mechanisms by which GIS operates. Finally the third part introduces Remote Sensing Applications. Throughout the book the relationships between GIS, Image Processing and Remote Sensing are clearly identified to ensure that students are able to apply the various techniques that have been covered appropriately. The latter chapters use numerous relevant case studies to illustrate various remote sensing, image processing and GIS applications in practice.