Principles of Digital Image Processing

Advanced Methods

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Author: Wilhelm Burger,Mark J. Burge

Publisher: Springer Science & Business Media

ISBN: 1848829191

Category: Computers

Page: 369

View: 9524

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.

Digitale Bildverarbeitung

Eine Einführung mit Java und ImageJ

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Author: Wilhelm Burger,Mark James Burge

Publisher: Springer-Verlag

ISBN: 354027653X

Category: Computers

Page: 532

View: 8942

Die Autoren geben eine fundierte Einführung in die wichtigsten Methoden der digitalen Bildverarbeitung. Dabei steht die praktische Anwendbarkeit im Vordergrund, formale und mathematische Aspekte sind auf das Wesentliche reduziert, ohne dabei auf eine präzise und konsistente Vorgehensweise zu verzichten. Der Text eignet sich für technisch orientierte Studiengänge ab dem 3.Semester und basiert auf der mehrjährigen Lehrerfahrung der Autoren zu diesem Thema. Der Einsatz in der Lehre wird durch zahlreiche praktische Übungsaufgaben unterstützt. Das Buch eignet sich auch als detaillierte Referenz für Praktiker und Anwender gängiger Verfahren der digitalen Bildverarbeitung, z.B. in der Medizin, der Materialprüfung, der Robotik oder der Medientechnik. Softwareseitig basiert das Buch auf der in Java implementierten und frei verfügbaren Bildverarbeitungsumgebung ImageJ.

Digital Image Processing

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Author: Bernd Jähne

Publisher: Springer Science & Business Media

ISBN: 9783540240358

Category: Technology & Engineering

Page: 608

View: 9834

This long-established and well-received monograph offers an integral view of image processing - from image acquisition to the extraction of the data of interest – written by a physical scientists for other scientists. Supplements discussion of the general concepts is supplemented with examples from applications on PC-based image processing systems and ready-to-use implementations of important algorithms. Completely revised and extended, the most notable extensions being a detailed discussion on random variables and fields, 3-D imaging techniques and a unified approach to regularized parameter estimation.

Principles of Digital Image Synthesis

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Author: Andrew S. Glassner

Publisher: Elsevier

ISBN: 0080514758

Category: Computers

Page: 1600

View: 1224

Image synthesis, or rendering, is a field of transformation: it changes geometry and physics into meaningful images. Because the most popular algorithms frequently change, it is increasingly important for researchers and implementors to have a basic understanding of the principles of image synthesis. Focusing on theory, Andrew Glassner provides a comprehensive explanation of the three core fields of study that come together to form digital image synthesis: the human visual system, digital signal processing, and the interaction of matter and light. Assuming no more than a basic background in calculus, Glassner transforms his passion and expertise into a thorough presentation of each of these disciplines, and their elegant orchestration into modern rendering techniques such as radiosity and ray tracing.

Digital Image Processing

Principles and Applications

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Author: Gregory A. Baxes

Publisher: Wiley

ISBN: 9780471009498

Category: Technology & Engineering

Page: 480

View: 7868

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

UML @ Classroom

Eine Einführung in die objektorientierte Modellierung

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Author: Martina Seidl,Marion Brandsteidl,Christian Huemer,Gerti Kappel

Publisher: dpunkt.verlag

ISBN: 3864911753

Category: Computers

Page: 250

View: 6856

Dieses Lehrbuch vermittelt die Grundlagen der objektorientierten Modellierung anhand von UML und bietet eine kompakte Einführung in die fünf Diagramme Klassendiagramm, Anwendungsfalldiagramm, Zustandsdiagramm, Sequenzdiagramm und Aktivitätsdiagramm. Diese decken die wesentlichen Konzepte ab, die für die durchgängige objektorientierte Modellierung in einem kompletten Softwareentwicklungsprozess benötigt werden. Besonderer Wert wird auf die Verdeutlichung des Zusammenspiels unterschiedlicher Diagramme gelegt. Die präsentierten Konzepte werden anhand von illustrativen Beispielen erklärt.

Digital Holography and Digital Image Processing

Principles, Methods, Algorithms

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Author: Leonid Yaroslavsky

Publisher: Springer Science & Business Media

ISBN: 1475749880

Category: Computers

Page: 584

View: 2197

Digital holography and digital image processing are twins born by computer era. They share origin, theoretical base, methods and algorithms. The present book describes these common fundamentals principles, methods and algorithms including image and hologram digitization, data compression, digital transforms and efficient computational algorithms, statistical and Monte-Carlo methods, image restoration and enhancement, image reconstruction in tomography and digital holography, discrete signal resampling and image geometrical transformations, accurate measurements and reliable target localization in images, recording and reconstruction of computer generated holograms, adaptive and nonlinear filters for sensor signal perfecting and image restoration and enhancement. The book combines theory, heavily illustrated practical methods and efficient computational algorithms and is written for senior-level undergraduate and graduate students, researchers and engineers in optics, photonics, opto-electronics and electronic engineering.

Image Processing

Principles and Applications

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Author: Tinku Acharya,Ajoy K. Ray

Publisher: John Wiley & Sons

ISBN: 0471745782

Category: Computers

Page: 425

View: 8261

Image processing-from basics to advanced applications Learn how to master image processing and compression with thisoutstanding state-of-the-art reference. From fundamentals tosophisticated applications, Image Processing: Principles andApplications covers multiple topics and provides a freshperspective on future directions and innovations in the field,including: * Image transformation techniques, including wavelet transformationand developments * Image enhancement and restoration, including noise modeling andfiltering * Segmentation schemes, and classification and recognition ofobjects * Texture and shape analysis techniques * Fuzzy set theoretical approaches in image processing, neuralnetworks, etc. * Content-based image retrieval and image mining * Biomedical image analysis and interpretation, including biometricalgorithms such as face recognition and signatureverification * Remotely sensed images and their applications * Principles and applications of dynamic scene analysis and movingobject detection and tracking * Fundamentals of image compression, including the JPEG standardand the new JPEG2000 standard Additional features include problems and solutions with eachchapter to help you apply the theory and techniques, as well asbibliographies for researching specialized topics. With itsextensive use of examples and illustrative figures, this is asuperior title for students and practitioners in computer science,wireless and multimedia communications, and engineering.

Digital Image Processing with Application to Digital Cinema

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Author: K. S. Thyagarajan

Publisher: Taylor & Francis

ISBN: 0240807294

Category: Computers

Page: 378

View: 2349

With crystal clarity, this book conveys the most current principles in digital image processing, providing both the background theory and the practical applications to various industries, such as digital cinema, video compression, and streaming media. This book contains tons of useful features, including: * a chapter on the role of human vision in image visualization, * the MATLAB codes used to generate most of the figures and tables listed in the book, as well as a few MATLAB projects, * a 24-pg color insert * case studies to illustrate the practical application of the theory.

The Essential Guide to Image Processing

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Author: Alan C. Bovik

Publisher: Academic Press

ISBN: 9780080922515

Category: Computers

Page: 672

View: 4073

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

Digital Image Processing

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Author: Sridhar,

Publisher: OUP India

ISBN: 9780198070788

Category: Technology & Engineering

Page: 656

View: 4116

Digital Image Processing is a fundamental textbook designed to cater to the needs of undergraduate engineering students of computer science, electronics and electrical engineering. The book aims to provide an understanding of the principles and various processing techniques of digital images to further the utility of images.

Bildbasiertes Navigationssystem Eines Unbemannten Mini-Helikopters

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Author: Natalie Frietsch

Publisher: Logos Verlag Berlin GmbH

ISBN: 3832534199

Category:

Page: 242

View: 1577

Diese Arbeit befasst sich mit der Erweiterung einer Aufklärungsplattform bestehend aus einem Mini-Helikopter, Bodenroboter und einer Bodenstation durch Strategien zur bildbasierten Navigationsstützung.In einem kooperativen Szenario wird die Stützung der Navigationslösung des Mini-Helikopters anhand der Bildauswertung einer sich in Bodennähe befindlichen Kamera untersucht. Ebenso wird die kooperative Posenbestimmung des Bodenroboters anhand der Verarbeitung der Kameradaten des Fluggerätes sowie dessen Navigationsdaten entwickelt. Die Navigationsstützung des Mini-Helikopters durch Fusion ausschließlich an Bord anfallender Daten mit der Bildauswertung der mitfliegenden Kamera in einer autonomen Anwendung wird außerdem vorgestellt.Die Leistungsfähigkeit der entworfenen echtzeitfähigen Algorithmen wird anhand zahlreicher Simulations- und realer Experimentaldaten evaluiert. Durch die erzielten Ergebnisse erschließen sich neue und komplexere Einsatzmöglichkeiten des Gesamt-Systems.

Binary Digital Image Processing

A Discrete Approach

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Author: Stéphane Marchand-Maillet,Yazid M. Sharaiha

Publisher: Elsevier

ISBN: 9780080527826

Category: Technology & Engineering

Page: 368

View: 9134

Binary Digital Image Processing is aimed at faculty, postgraduate students and industry specialists. It is both a text reference and a textbook that reviews and analyses the research output in this field of binary image processing. It is aimed at both advanced researchers as well as educating the novice to this area. The theoretical part of this book includes the basic principles required for binary digital image analysis. The practical part which will take an algorithmic approach addresses problems which find applications beyond binary digital line image processing. The book first outlines the theoretical framework underpinning the study of digital image processing with particular reference to those needed for line image processing. The theoretical tools in the first part of the book set the stage for the second and third parts, where low-level binary image processing is addressed and then intermediate level processing of binary line images is studied. The book concludes with some practical applications of this work by reviewing some industrial and software applications (engineering drawing storage and primitive extraction, fingerprint compression). Outlines the theoretical framework underpinning the study of digital image processing with particular reference to binary line image processing Addresses low-level binary image processing, reviewing a number of essential characteristics of binary digital images and providing solution procedures and algorithms Includes detailed reviews of topics in binary digital image processing with up-to-date research references in relation to each of the problems under study Includes some practical applications of this work by reviewing some common applications Covers a range of topics, organised by theoretical field rather than being driven by problem definitions

Interactive Image Processing for Machine Vision

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Author: Bruce G. Batchelor,Frederick Waltz

Publisher: Springer

ISBN: 1447103939

Category: Technology & Engineering

Page: 385

View: 8920

Machine vision systems offer great potential in a large number of areas of manufacturing industry and are used principally for Automated Visual Inspection and Robot Vision. This publication presents the state of the art in image processing. It discusses techniques which have been developed for designing machines for use in industrial inspection and robot control, putting the emphasis on software and algorithms. A comprehensive set of image processing subroutines, which together form the basic vocabulary for the versatile image processing language IIPL, is presented. This language has proved to be extremely effective, working as a design tool, in solving numerous practical inspection problems. The merging of this language with Prolog provides an even more powerful facility which retains the benefits of human and machine intelligence. The authors bring together the practical experience and the picture material from a leading industrial research laboratory and the mathematical foundations necessary to understand and apply concepts in image processing. Interactive Image Processing is a self-contained reference book that can also be used in graduate level courses in electrical engineering, computer science and physics.

Remote Sensing

The Image Chain Approach

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Author: John R. Schott

Publisher: Oxford University Press

ISBN: 9780199724390

Category: Technology & Engineering

Page: 688

View: 3036

Remote Sensing deals with the fundamental ideas underlying the rapidly growing field of remote sensing. John Schott explores energy-matter interaction, radiation propagation, data dissemination, and described the tools and procedures required to extract information from remotely sensed data using the image chain approach. Organizations and individuals often focus on one aspect of the remote sensing process before considering it as a whole, thus investigating unjustified effort, time, and expense to get minimal improvement. Unlike other books on the subject, Remote Sensing treats the process as a continuous flow. Schott examines the limitations obstructing the flow of information to the user, employing numerous applications of remote sensing to earth observation disciplines. For this second edition, in addition to a thorough update, there are major changes and additions, such as a much more complete treatment of spectroscopic imaging, which has matured dramatically in the last ten years, and a more rigorous treatment of image processing with an emphasis on spectral image processing algorithms. Remote Sensing is an ideal first text in remote sensing for advanced undergraduate and graduate students in the physical or engineering sciences, and will also serve as a valuable reference for practitioners.

Digitale Bildverarbeitung

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Author: Bernd Jähne

Publisher: N.A

ISBN: 9783540506645

Category: Image processing

Page: 331

View: 1336

Diese praxisorientierte Einf hrung baut auf Prinzipien und mathematischen Methoden auf, die aus Naturwissenschaft und Technik bekannt sind; es werden keine speziellen Kenntnisse der Informatik vorausgesetzt. Das Buch f hrt von den Grundlagen zu den modernen Konzepten der Bildverarbeitung. Es behandelt: Bildaufnahme; Bildverbesserung; Lineare und nichtlineare Filteroperationen zur Erkennung von Kanten, lokaler Orientierung und Textur; Pyramiden; Segmentierung und Klassifizierung. Weitere Kapitel befassen sich mit der Rekonstruktion dreidimensionaler Bilder aus Projektionen und mit Gradienten-, Korrelations- und Filterverfahren zur Analyse von Bewegungen in Bildfolgen. Praktische Beispiele aus zahlreichen Fachgebieten illustrieren - zum Teil in Farbe - die Darstellung. Sie zeigen dem Leser, da selbst komplexe Aufgaben mit kosteng nstigen Bildverarbeitungssystemen auf der Basis eines Personalcomputers durchf hrbar sind. Das Buch wendet sich an Studenten, Naturwissenschaftler und Ingenieure, die sich mit digitaler Bildverarbeitung und ihrer praktischen Anwendungsm glichkeit in Wissenschaft und Technik vertraut machen wollen.

Fundamentals of Digital Imaging in Medicine

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Author: Roger Bourne

Publisher: Springer Science & Business Media

ISBN: 9781848820876

Category: Medical

Page: 200

View: 7627

In general, image processing texts are intended for students of engineering and computer science, and there is little written at all on the specific requirements of medical image processing. Students of medical radiation science (Diagnostic radiography, Nuclear medicine, Radiation therapy) usually have minimal mathematical and computer science training and find the available texts incomprehensible. A text that explains the principles of image processing in minimally-mathematical language is needed for these students. Contrary to the claims of some textbook authors, the vast majority of technologists that process images do not need to understand the mathematics involved, but would nevertheless benefit from a thorough understanding of the general process.

An Interdisciplinary Introduction to Image Processing

Pixels, Numbers, and Programs

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Author: Steven Tanimoto

Publisher: MIT Press

ISBN: 0262017164

Category: Computers

Page: 521

View: 1527

Basic principles of image processing and programming explained without college-level mathematics.

Advanced Image Processing Techniques for Remotely Sensed Hyperspectral Data

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Author: Pramod K. Varshney,Manoj K. Arora

Publisher: Springer Science & Business Media

ISBN: 9783540216681

Category: Computers

Page: 322

View: 6651

Over the last fifty years, a large number of spaceborne and airborne sensors have been employed to gather information regarding the earth's surface and environment. As sensor technology continues to advance, remote sensing data with improved temporal, spectral, and spatial resolution is becoming more readily available. This widespread availability of enormous amounts of data has necessitated the development of efficient data processing techniques for a wide variety of applications. In particular, great strides have been made in the development of digital image processing techniques for remote sensing data. The goal has been efficient handling of vast amounts of data, fusion of data from diverse sensors, classification for image interpretation, and development of user-friendly products that allow rich visualization. This book presents some new algorithms that have been developed for high dimensional datasets, such as multispectral and hyperspectral imagery. The contents of the book are based primarily on research carried out by some members and alumni of the Sensor Fusion Laboratory at Syracuse University.

Zeitdiskrete Signalverarbeitung

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Author: Alan V. Oppenheim,John R. Buck,Ronald W. Schafer

Publisher: N.A

ISBN: 9783827370778

Category: Signal processing

Page: 1031

View: 7745

Neuübersetzung der aktuelle US-Ausgabe.