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Digital image processing : concepts, algorithms, and scientific applications

Written by a non-computer scientist for non-computer scientists this book isintended as a practical guide taking the reader from basic concepts to up-to-date research topics in digital image processing. The presentation builds on principles and mathematical tools widely used in the natural sciences so that the reader gets an easy access to the material presented. The book discusses the following topics: image acquisition and digitization; linear and non-linear filter operation for the detection of edges, local orientation and texture; fast algorithms on pyramidal and multigrid data structures; morphological operations to detect the shape of objects; segmentation and classification. Further chapters deal with thereconstruction of three-dimensional objects from projections and the analysis of stereo images and image sequences with differential, correlation, and filter algorithms. Many examples - some of them in color - from a variety of areas show how even complicated tasks can be solved using inexpensive image processing systems on the basis of a personal computer.

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  • "Digitale Bildverarbeitung"
  • "Digitale Bildverarbeitung"@en

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  • "From the reviews of the first edition: "I recommend this book to anyone seriously engaged in image processing. It will clearly stretch the horizon of some readers and be a good reference for others. This is not just another image processing book; it is a book worth owning and a book worth reading several times ..." #J. Electronic Imaging# This practical guidebook uses the concepts and mathematics familiar to students of the natural sciences to provide them with a working knowledge of modern techniques of digital image processing. It takes readers from basic concepts to current research topics and demonstrates how digital image processing can be used for data gathering in research. Detailed examples of applications on PC-based systems and ready-to-use algorithms enhance the text, as do nearly 200 illustrations (16 in color). The book also includes the most exciting recent advances such as reconstruction of 3-D objects from projections and the analysis of stereo images and image sequences."
  • "The sixth edition has been revised and extended. The whole textbook is now clearly partitioned into basic and advanced material in order to cope with the ever-increasing field of digital image processing. In this way, you can first work your way through the basic principles of digital image processing without getting overwhelmed by the wealth of the material and then extend your studies to selected topics of interest. Each chapter now includes exercises that help you to test your understanding, train your skills, and introduce you to real-world image processing tasks. An important part of the."
  • "Intended as a practical guide, the book takes the reader from basic concepts to up-to-date research topics in digital image processing. Only little special knowledge in computer sciences is required since many principles and mathematical tools widely used in natural sciences are also applied in digital image processing thus the reader with a general background in natural science gets an easy access to the material presented. The book discusses the following topics: image acquisition and digitization; linear and nonlinear filter operations; edge detection; local orientation and texture; fast algorithms on pyramidal and multigrid data structures; morphological operations to detect the shape of objects; segmentation and classification. Further chapters deal with the reconstruction of three-dimensional objects from projections and the analysis of stereo images and image sequences with differential, correlation, and filter algorithms. Many examples from different areas show how the reader can use digital image processing as an experimental tool for image data acquisition and evaluation in his or her research area."
  • "This book offers an integral view of image processing from image acquisition to the extraction of the data of interest. The 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. The fifth edition has been completely revised and extended. The most notable extensions include a detailed discussion on random variables and fields, 3-D imaging techniques and a unified approach to regularized parameter estimation. The complete.text of the book is now available on the accompanying CD-ROM. It is hyperlinked so that it can be used in a very flexible way. The CD-ROM contains a full set of exercises to all topics covered by this book and a runtime version of the image processing software heurisko. A large collection of images, image sequences, and volumetric images is available for practical exercises."
  • "Written by a non-computer scientist for non-computer scientists this book isintended as a practical guide taking the reader from basic concepts to up-to-date research topics in digital image processing. The presentation builds on principles and mathematical tools widely used in the natural sciences so that the reader gets an easy access to the material presented. The book discusses the following topics: image acquisition and digitization; linear and non-linear filter operation for the detection of edges, local orientation and texture; fast algorithms on pyramidal and multigrid data structures; morphological operations to detect the shape of objects; segmentation and classification. Further chapters deal with thereconstruction of three-dimensional objects from projections and the analysis of stereo images and image sequences with differential, correlation, and filter algorithms. Many examples - some of them in color - from a variety of areas show how even complicated tasks can be solved using inexpensive image processing systems on the basis of a personal computer."@en
  • "Since the first edition of this book was published in 1986 computers have become more powerful and at the same time less expensive, so that widespread applications for digital image processing emerge. The presentation and the selection of materials is guided by the needs of a researcher who wants to apply image processing techniques in his or her field. In this sense the book offers an integral view of image processing from image acquisition to the extraction of of the data of interest. The 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. These examples, images as well as exercises for selfstudy along with a hands-on version of the image processing software "heurisko" can be found on the enclosed CD-ROM."
  • "Since the first edition of "Digital Image Processing" was published in 1991 it has found its way to many desks and classrooms. The book offers an integral view of image processing from image acquisition to the extraction of the data of interest. The 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. The sixth edition has been revised and extended. The whole textbook is now clearly partitioned into basic and advanced material in order to cope with the ever-increasing field of digital image processing. In this way, you can first work your way through the basic principles of digital image processing without getting overwhelmed by the wealth of the material and then extend your studies to selected topics of interest. Each chapter now includes exercises that help you to test your understanding, train your skills, and introduce you to real-world image processing tasks. An important part of the exercises is a wealth of interactive computer exercises, which cover all topics of this textbook."@en

genre

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  • "Electronic books"@en
  • "Electronic books"
  • "Aufgabensammlung"
  • "Llibres electrònics"
  • "CD-ROM"
  • "Ressources internet"
  • "Lehrbuch"

name

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  • "Digital image processing : concepts, algorithms, and scientific applications"
  • "Digital image processing : concepts, algorithms, and scientific applications"@en
  • "Digital image processing electronic version of the book, exercises, additional images, and runtime version of the heurisko® image processing software = Digitale Bildverarbeitung"
  • "Digital image processing: concepts, algorithms and scientific applications"@en
  • "Digital image processing = Digitale Bildverarbeitung"
  • "Digital Image Processing Concepts, Algorithms, and Scientific Applications"
  • "Digital image processing : concepts, algorithmms, and scientific applications"
  • "Digital image processing Digitale Bildverarbeitung"
  • "Digital image processing Digitale Bildverarbeitung"@en
  • "Digital image processing : ... 155 exercises and CD-ROM"
  • "Digital Image Processing and Image Formation"
  • "Digital image processing : concepts, algorithms and scientific applications"@en
  • "Digital image processing : concepts, algorithms and scientific applications"
  • "Digital image processing [electronic resource]"@en
  • "Digital image processing concepts, algorithms, and scientific applications"@en
  • "Digital image processing concepts, algorithms, and scientific applications"
  • "Digital image processing : with 248 figures, 155 exercises, and CD-Rom"
  • "Digitale Bildverarbeitung"
  • "Digital image processing : with 155 exercises"
  • "Digital Image Processing"
  • "Digital Image Processing"@en
  • "Digital image processing : with CD-ROM"
  • "Digital image processing with 155 exercises"
  • "Digital image processing"@en
  • "Digital image processing"

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