Advanced Image And Video Processing Using Matlab

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Advanced Image and Video Processing Using MATLAB

Author : Shengrong Gong
Publisher : Springer
ISBN 13 : 3319772236
Total Pages : 590 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Advanced Image and Video Processing Using MATLAB by : Shengrong Gong

Download or read book Advanced Image and Video Processing Using MATLAB written by Shengrong Gong and published by Springer. This book was released on 2018-08-21 with total page 590 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a comprehensive introduction to advanced methods for image and video analysis and processing. It covers deraining, dehazing, inpainting, fusion, watermarking and stitching. It describes techniques for face and lip recognition, facial expression recognition, lip reading in videos, moving object tracking, dynamic scene classification, among others. The book combines the latest machine learning methods with computer vision applications, covering topics such as event recognition based on deep learning,dynamic scene classification based on topic model, person re-identification based on metric learning and behavior analysis. It also offers a systematic introduction to image evaluation criteria showing how to use them in different experimental contexts. The book offers an example-based practical guide to researchers, professionals and graduate students dealing with advanced problems in image analysis and computer vision.

Practical Image and Video Processing Using MATLAB

Author : Oge Marques
Publisher : John Wiley & Sons
ISBN 13 : 111809347X
Total Pages : 704 pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis Practical Image and Video Processing Using MATLAB by : Oge Marques

Download or read book Practical Image and Video Processing Using MATLAB written by Oge Marques and published by John Wiley & Sons. This book was released on 2011-08-04 with total page 704 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Fundamentals of Digital Image Processing

Author : Chris Solomon
Publisher : John Wiley & Sons
ISBN 13 : 1119957001
Total Pages : 364 pages
Book Rating : 4.1/5 (199 download)

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Book Synopsis Fundamentals of Digital Image Processing by : Chris Solomon

Download or read book Fundamentals of Digital Image Processing written by Chris Solomon and published by John Wiley & Sons. This book was released on 2011-07-05 with total page 364 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

A Course on Digital Image Processing with MATLAB

Author : P. K. Thiruvikraman
Publisher :
ISBN 13 : 9780750326049
Total Pages : 0 pages
Book Rating : 4.3/5 (26 download)

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Book Synopsis A Course on Digital Image Processing with MATLAB by : P. K. Thiruvikraman

Download or read book A Course on Digital Image Processing with MATLAB written by P. K. Thiruvikraman and published by . This book was released on 2019 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Concentrating on the principles and techniques of image processing, this book provides an in-depth presentation of key topics, including many techniques not included in introductory texts. Practical implementation of the various image processing algorithms is an important step in learning the subject, and computer packages such as MATLAB facilitate this without the need to learn more complex programming languages. Whilst two chapters are devoted to the MATLAB programming environment and the image processing toolbox, the use of image processing algorithms using MATLAB is emphasised throughout the book, and every chapter is accompanied by a collection of exercises and programming assignments. Including coverage of colour and video image processing as well as object recognition, the book is augmented with supplementary MATLAB code and hints and solutions to problems are also provided.

Visual Media Processing Using Matlab Beginner's Guide

Author : George Siogkas
Publisher : Packt Publishing Ltd
ISBN 13 : 1849697213
Total Pages : 557 pages
Book Rating : 4.8/5 (496 download)

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Book Synopsis Visual Media Processing Using Matlab Beginner's Guide by : George Siogkas

Download or read book Visual Media Processing Using Matlab Beginner's Guide written by George Siogkas and published by Packt Publishing Ltd. This book was released on 2013-09-24 with total page 557 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written in a friendly, Beginner's Guide format, showing the user how to use the digital media aspects of Matlab (image, video, sound) in a practical, tutorial-based style.This is great for novice programmers in any language who would like to use Matlab as a tool for their image and video processing needs, and also comes in handy for photographers or video editors with even less programming experience wanting to find an all-in-one tool for their tasks.

Fundamentals of Image, Audio, and Video Processing Using MATLAB®

Author : Ranjan Parekh
Publisher : CRC Press
ISBN 13 : 1000374149
Total Pages : 407 pages
Book Rating : 4.0/5 (3 download)

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Book Synopsis Fundamentals of Image, Audio, and Video Processing Using MATLAB® by : Ranjan Parekh

Download or read book Fundamentals of Image, Audio, and Video Processing Using MATLAB® written by Ranjan Parekh and published by CRC Press. This book was released on 2021-04-15 with total page 407 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fundamentals of Image, Audio, and Video Processing Using MATLAB® introduces the concepts and principles of media processing and its applications in pattern recognition by adopting a hands-on approach using program implementations. The book covers the tools and techniques for reading, modifying, and writing image, audio, and video files using the data analysis and visualization tool MATLAB®. Key Features: Covers fundamental concepts of image, audio, and video processing Demonstrates the use of MATLAB® on solving problems on media processing Discusses important features of Image Processing Toolbox, Audio System Toolbox, and Computer Vision Toolbox MATLAB® codes are provided as answers to specific problems Illustrates the use of Simulink for audio and video processing Handles processing techniques in both the Spatio-Temporal domain and Frequency domain This is a perfect companion for graduate and post-graduate students studying courses on image processing, speech and language processing, signal processing, video object detection and tracking, and related multimedia technologies, with a focus on practical implementations using programming constructs and skill developments. It will also appeal to researchers in the field of pattern recognition, computer vision and content-based retrieval, and for students of MATLAB® courses dealing with media processing, statistical analysis, and data visualization. Dr. Ranjan Parekh, PhD (Engineering), is Professor at the School of Education Technology, Jadavpur University, Calcutta, India, and is involved with teaching subjects related to Graphics and Multimedia at the post-graduate level. His research interest includes multimedia information processing, pattern recognition, and computer vision.

Real-time Image and Video Processing

Author : Nasser Kehtarnavaz
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1598290525
Total Pages : 109 pages
Book Rating : 4.5/5 (982 download)

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Book Synopsis Real-time Image and Video Processing by : Nasser Kehtarnavaz

Download or read book Real-time Image and Video Processing written by Nasser Kehtarnavaz and published by Morgan & Claypool Publishers. This book was released on 2006 with total page 109 pages. Available in PDF, EPUB and Kindle. Book excerpt: Real-Time Image and Video Processing presents an overview of the guidelines and strategies for transitioning an image or video processing algorithm from a research environment into a real-time constrained environment. Such guidelines and strategies are scattered in the literature of various disciplines including image processing, computer engineering, and software engineering, and thus have not previously appeared in one place. By bringing these strategies into one place, the book is intended to serve the greater community of researchers, practicing engineers, industrial professionals, who are interested in taking an image or video processing algorithm from a research environment to an actual real-time implementation on a resource constrained hardware platform. These strategies consist of algorithm simplifications, hardware architectures, and software methods.Throughout the book, carefully selected, representative examples from the literature are presented to illustrate the discussed concepts. After reading the book, readers will have a strong understanding of the wide variety of techniques and tools involved in designing a real-time image or video processing system.

Still Image and Video Compression with MATLAB

Author : K. S. Thyagarajan
Publisher : John Wiley & Sons
ISBN 13 : 1118097769
Total Pages : 421 pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis Still Image and Video Compression with MATLAB by : K. S. Thyagarajan

Download or read book Still Image and Video Compression with MATLAB written by K. S. Thyagarajan and published by John Wiley & Sons. This book was released on 2011-03-16 with total page 421 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes the principles of image and video compression techniques and introduces current and popular compression standards, such as the MPEG series. Derivations of relevant compression algorithms are developed in an easy-to-follow fashion. Numerous examples are provided in each chapter to illustrate the concepts.

Digital Image Interpolation in Matlab

Author : Chi-Wah Kok
Publisher : John Wiley & Sons
ISBN 13 : 1119119618
Total Pages : 336 pages
Book Rating : 4.1/5 (191 download)

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Book Synopsis Digital Image Interpolation in Matlab by : Chi-Wah Kok

Download or read book Digital Image Interpolation in Matlab written by Chi-Wah Kok and published by John Wiley & Sons. This book was released on 2019-03-19 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive study in digital image interpolation with theoretical, analytical and Matlab® implementation. It includes all historically and practically important interpolation algorithms, accompanied with Matlab® source code on a website, which will assist readers to learn and understand the implementation details of each presented interpolation algorithm. Furthermore, sections in fundamental signal processing theories and image quality models are also included. The authors intend for the book to help readers develop a thorough consideration of the design of image interpolation algorithms and applications for their future research in the field of digital image processing. Introduces a wide range of traditional and advanced image interpolation methods concisely and provides thorough treatment of theoretical foundations Discusses in detail the assumptions and limitations of presented algorithms Investigates a variety of interpolation and implementation methods including transform domain, edge-directed, wavelet and scale-space, and fractal based methods Features simulation results for comparative analysis, summaries and computational and analytical exercises at the end of each chapter Digital Image Interpolation in Matlab® is an excellent guide for researchers and engineers working in digital imaging and digital video technologies. Graduate students studying digital image processing will also benefit from this practical reference text.

数字图像处理概论

Author : Alasdair McAndrew
Publisher : Course Technology Ptr
ISBN 13 : 9780534400118
Total Pages : 509 pages
Book Rating : 4.4/5 (1 download)

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Book Synopsis 数字图像处理概论 by : Alasdair McAndrew

Download or read book 数字图像处理概论 written by Alasdair McAndrew and published by Course Technology Ptr. This book was released on 2004 with total page 509 pages. Available in PDF, EPUB and Kindle. Book excerpt: Is an introduction to digital image processing from an elementary perspective. The book covers topics that can be introduced with simple mathematics so students can learn the concepts without getting overwhelmed by mathematical detail.

Embedded Image Processing on the TMS320C6000TM DSP

Author : Shehrzad Qureshi
Publisher : Springer Science & Business Media
ISBN 13 : 9780387252803
Total Pages : 462 pages
Book Rating : 4.2/5 (528 download)

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Book Synopsis Embedded Image Processing on the TMS320C6000TM DSP by : Shehrzad Qureshi

Download or read book Embedded Image Processing on the TMS320C6000TM DSP written by Shehrzad Qureshi and published by Springer Science & Business Media. This book was released on 2006-07-20 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is an application-oriented book includes debugged & efficient C implementations of real-world algorithms, in a variety of languages/environments, offering unique coverage of embedded image processing. covers TI technologies and applies them to an important market (important: features the C6416 DSK) Also covers the EVM should not be lost, especially the C6416 DSK, a much more recent DSP. Algorithms treated here are frequently missing from other image processing texts, in particular Chapter 6 (Wavelets), moreover, efficient fixed-point implementations of wavelet-based algorithms also treated. Provide numerous Visual Studio .NET 2003 C/C++ code, that show how to use MFC, GDI+, and the Intel IPP library to prototype image processing applications

Multidimensional Signal, Image, and Video Processing and Coding

Author : John W. Woods
Publisher : Academic Press
ISBN 13 : 0123814219
Total Pages : 616 pages
Book Rating : 4.1/5 (238 download)

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Book Synopsis Multidimensional Signal, Image, and Video Processing and Coding by : John W. Woods

Download or read book Multidimensional Signal, Image, and Video Processing and Coding written by John W. Woods and published by Academic Press. This book was released on 2011-05-31 with total page 616 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gives a concise introduction to both image and video processing, providing a balanced coverage between theory, applications and standards. It gives an introduction to both 2-D and 3-D signal processing theory, supported by an introduction to random processes and some essential results from information theory, providing the necessary foundation for a full understanding of the image and video processing concepts that follow. A significant new feature is the explanation of practical network coding methods for image and video transmission. There is also coverage of new approaches such as: super-resolution methods, non-local processing, and directional transforms. This book also has on-line support that contains many short MATLAB programs that complement examples and exercises on multidimensional signal, image, and video processing. There are numerous short video clips showing applications in video processing and coding, plus a copy of the vidview video player for playing .yuv video files on a Windows PC and an illustration of the effect of packet loss on H.264/AVC coded bitstreams. New to this edition: New appendices on random processes, information theory New coverage of image analysis – edge detection, linking, clustering, and segmentation Expanded coverage on image sensing and perception, including color spaces. Now summarizes the new MPEG coding standards: scalable video coding (SVC) and multiview video coding (MVC), in addition to coverage of H.264/AVC. Updated video processing material including new example on scalable video coding and more material on object- and region-based video coding. More on video coding for networks including practical network coding (PNC), highlighting the significant advantages of PNC for both video downloading and streaming. New coverage of super-resolution methods for image and video. Only R&D level tutorial that gives an integrated treatment of image and video processing - topics that are interconnected. New chapters on introductory random processes, information theory, and image enhancement and analysis Coverage and discussion of the latest standards in video coding: H.264/AVC and the new scalable video standard (SVC)

MATLAB

Author : Scott T. Smith
Publisher : Dog Ear Publishing
ISBN 13 : 1598581813
Total Pages : 325 pages
Book Rating : 4.5/5 (985 download)

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Book Synopsis MATLAB by : Scott T. Smith

Download or read book MATLAB written by Scott T. Smith and published by Dog Ear Publishing. This book was released on 2006 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: After more than 20 years of development, MATLAB has evolved from a powerful matrix calculation application into a universal programming tool used extensively within scientific and engineering communities both commercial and academic. MATLAB versions 6.x and 7.x include functionality for developing advanced graphical user interfaces, GUIs, and real-time animation and graphics. GUI applications offer many advantages for users who wish to solve complex problems by providing interactivity and visual feedback. Some common examples of application areas where GUI development is desirable: . Image and Video Processing . Signal Processing . Communications . Simulation of Complex Systems . Instrumentation and Data Acquisition Interfaces . Control Systems . Financial Analysis . Animation of 2D or 3D Graphical Data This text introduces you to the capabilities of MATLAB for GUI development and covers the following areas in detail: . Handle Graphics(R) programming and low-level GUIs . High-level GUI development using GUIDE . The structure of GUIs including event processing, callbacks, timers, and real-time animation of plots / data . Advanced GUI architectures including multiple figure GUIs and image mapped interface controls Instructional examples and exercises are provided throughout each chapter that offers a hands-on approach to learning MATLAB GUI development. The M-file code for each example and exercise solution is available for download on the web to help you quickly learn how to develop your own GUIs About The Author Scott T. Smith received his MSEE degree from SUNY at Buffalo in the fields of image sensor applications and image processing. He currently works for Micron Technology Inc. in California as an Imaging Engineer and has 10 years of experience working with MATLAB and developing GUI applications. Previous work experience includes 3 years at the David Sarnoff Research Center (Former RCA Research Labs) in Princeton, NJ as an Associate Member of the Technical Staff in the Advanced Imaging Group as well 3 years as an R&D engineer for an X-ray/scientific imaging company. He is a member of SPIE and IEEE and is an author or co-author of several papers and patents in the field of imaging.

Computational Fourier Optics

Author : Jim Bernard Breckinridge
Publisher : SPIE-International Society for Optical Engineering
ISBN 13 : 9780819482044
Total Pages : 232 pages
Book Rating : 4.4/5 (82 download)

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Book Synopsis Computational Fourier Optics by : Jim Bernard Breckinridge

Download or read book Computational Fourier Optics written by Jim Bernard Breckinridge and published by SPIE-International Society for Optical Engineering. This book was released on 2011 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational Fourier Optics is a text that shows the reader in a tutorial form how to implement Fourier optical theory and analytic methods on the computer. A primary objective is to give students of Fourier optics the capability of programming their own basic wave optic beam propagations and imaging simulations. The book will also be of interest to professional engineers and physicists learning Fourier optics simulation techniques-either as a self-study text or a text for a short course. For more advanced study, the latter chapters and appendices provide methods and examples for modeling beams and pupil functions with more complicated structure, aberrations, and partial coherence. For a student in a course on Fourier optics, this book is a concise, accessible, and practical companion to any of several excellent textbooks on Fourier optical theory.

Principles of Digital Image Processing

Author : Wilhelm Burger
Publisher : Springer Science & Business Media
ISBN 13 : 1848829191
Total Pages : 369 pages
Book Rating : 4.8/5 (488 download)

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Book Synopsis Principles of Digital Image Processing by : Wilhelm Burger

Download or read book Principles of Digital Image Processing written by Wilhelm Burger and published by Springer Science & Business Media. This book was released on 2013-11-18 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Digital Image Processing Using MATLAB

Author : Rafael C. Gonzalez
Publisher :
ISBN 13 : 9781283188920
Total Pages : 738 pages
Book Rating : 4.1/5 (889 download)

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Book Synopsis Digital Image Processing Using MATLAB by : Rafael C. Gonzalez

Download or read book Digital Image Processing Using MATLAB written by Rafael C. Gonzalez and published by . This book was released on 2010 with total page 738 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Digital Signal Processing Techniques and Applications in Radar Image Processing

Author : Bu-Chin Wang
Publisher : John Wiley & Sons
ISBN 13 : 0470377828
Total Pages : 369 pages
Book Rating : 4.4/5 (73 download)

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Book Synopsis Digital Signal Processing Techniques and Applications in Radar Image Processing by : Bu-Chin Wang

Download or read book Digital Signal Processing Techniques and Applications in Radar Image Processing written by Bu-Chin Wang and published by John Wiley & Sons. This book was released on 2008-08-29 with total page 369 pages. Available in PDF, EPUB and Kindle. Book excerpt: A self-contained approach to DSP techniques and applications in radar imaging The processing of radar images, in general, consists of three major fields: Digital Signal Processing (DSP); antenna and radar operation; and algorithms used to process the radar images. This book brings together material from these different areas to allow readers to gain a thorough understanding of how radar images are processed. The book is divided into three main parts and covers: * DSP principles and signal characteristics in both analog and digital domains, advanced signal sampling, and interpolation techniques * Antenna theory (Maxwell equation, radiation field from dipole, and linear phased array), radar fundamentals, radar modulation, and target-detection techniques (continuous wave, pulsed Linear Frequency Modulation, and stepped Frequency Modulation) * Properties of radar images, algorithms used for radar image processing, simulation examples, and results of satellite image files processed by Range-Doppler and Stolt interpolation algorithms The book fully utilizes the computing and graphical capability of MATLAB? to display the signals at various processing stages in 3D and/or cross-sectional views. Additionally, the text is complemented with flowcharts and system block diagrams to aid in readers' comprehension. Digital Signal Processing Techniques and Applications in Radar Image Processing serves as an ideal textbook for graduate students and practicing engineers who wish to gain firsthand experience in applying DSP principles and technologies to radar imaging.