Fundamentals of Three-dimensional Digital Image Processing

Fundamentals of Three-dimensional Digital Image Processing

Author: Junichiro Toriwaki

Publisher: Springer Science & Business Media

Published: 2009-05-04

Total Pages: 278

ISBN-13: 184800172X

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This book is a detailed description of the basics of three-dimensional digital image processing. A 3D digital image (abbreviated as “3D image” below) is a digitalized representation of a 3D object or an entire 3D space, stored in a computer as a 3D array. Whereas normal digital image processing is concerned with screens that are a collection of square shapes called “pixels” and their corresponding density levels, the “image plane” in three dimensions is represented by a division into cubical graphical elements (called “voxels”) that represent corresponding density levels. Inthecontextofimageprocessing,in manycases3Dimageprocessingwill refer to the input of multiple 2D images and performing processing in order to understand the 3D space (or “scene”) that they depict. This is a result of research into how to use input from image sensors such as television cameras as a basis for learning about a 3D scene, thereby replicating the sense of vision for humans or intelligent robots, and this has been the central problem in image processing research since the 1970s. However, a completely di?erent type of image with its own new problems, the 3D digital image discussed in this book, rapidly took prominence in the 1980s, particularly in the ?eld of medical imaging. These were recordings of human bodies obtained through computed (or “computerized”) tomography (CT),imagesthatrecordednotonlytheexternal,visiblesurfaceofthesubject but also, to some degree of resolution, its internal structure. This was a type of image that no one had experienced before.


Book Synopsis Fundamentals of Three-dimensional Digital Image Processing by : Junichiro Toriwaki

Download or read book Fundamentals of Three-dimensional Digital Image Processing written by Junichiro Toriwaki and published by Springer Science & Business Media. This book was released on 2009-05-04 with total page 278 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a detailed description of the basics of three-dimensional digital image processing. A 3D digital image (abbreviated as “3D image” below) is a digitalized representation of a 3D object or an entire 3D space, stored in a computer as a 3D array. Whereas normal digital image processing is concerned with screens that are a collection of square shapes called “pixels” and their corresponding density levels, the “image plane” in three dimensions is represented by a division into cubical graphical elements (called “voxels”) that represent corresponding density levels. Inthecontextofimageprocessing,in manycases3Dimageprocessingwill refer to the input of multiple 2D images and performing processing in order to understand the 3D space (or “scene”) that they depict. This is a result of research into how to use input from image sensors such as television cameras as a basis for learning about a 3D scene, thereby replicating the sense of vision for humans or intelligent robots, and this has been the central problem in image processing research since the 1970s. However, a completely di?erent type of image with its own new problems, the 3D digital image discussed in this book, rapidly took prominence in the 1980s, particularly in the ?eld of medical imaging. These were recordings of human bodies obtained through computed (or “computerized”) tomography (CT),imagesthatrecordednotonlytheexternal,visiblesurfaceofthesubject but also, to some degree of resolution, its internal structure. This was a type of image that no one had experienced before.


Digital Color Image Processing

Digital Color Image Processing

Author: Andreas Koschan

Publisher: John Wiley & Sons

Published: 2008-02-15

Total Pages: 392

ISBN-13: 0470230355

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An introduction to color in three-dimensional image processing and the emerging area of multi-spectral image processing The importance of color information in digital image processing is greater than ever. However, the transition from scalar to vector-valued image functions has not yet been generally covered in most textbooks. Now, Digital Color Image Processing fills this pressing need with a detailed introduction to this important topic. In four comprehensive sections, this book covers: The fundamentals and requirements for color image processing from a vector-valued viewpoint Techniques for preprocessing color images Three-dimensional scene analysis using color information, as well as the emerging area of multi-spectral imaging Applications of color image processing, presented via the examination of two case studies In addition to introducing readers to important new technologies in the field, Digital Color Image Processing also contains novel topics such as: techniques for improving three-dimensional reconstruction, three-dimensional computer vision, and emerging areas of safety and security applications in luggage inspection and video surveillance of high-security facilities. Complete with full-color illustrations and two applications chapters, Digital Color Image Processing is the only book that covers the breadth of the subject under one convenient cover. It is written at a level that is accessible for first- and second-year graduate students in electrical and computer engineering and computer science courses, and that is also appropriate for researchers who wish to extend their knowledge in the area of color image processing.


Book Synopsis Digital Color Image Processing by : Andreas Koschan

Download or read book Digital Color Image Processing written by Andreas Koschan and published by John Wiley & Sons. This book was released on 2008-02-15 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: An introduction to color in three-dimensional image processing and the emerging area of multi-spectral image processing The importance of color information in digital image processing is greater than ever. However, the transition from scalar to vector-valued image functions has not yet been generally covered in most textbooks. Now, Digital Color Image Processing fills this pressing need with a detailed introduction to this important topic. In four comprehensive sections, this book covers: The fundamentals and requirements for color image processing from a vector-valued viewpoint Techniques for preprocessing color images Three-dimensional scene analysis using color information, as well as the emerging area of multi-spectral imaging Applications of color image processing, presented via the examination of two case studies In addition to introducing readers to important new technologies in the field, Digital Color Image Processing also contains novel topics such as: techniques for improving three-dimensional reconstruction, three-dimensional computer vision, and emerging areas of safety and security applications in luggage inspection and video surveillance of high-security facilities. Complete with full-color illustrations and two applications chapters, Digital Color Image Processing is the only book that covers the breadth of the subject under one convenient cover. It is written at a level that is accessible for first- and second-year graduate students in electrical and computer engineering and computer science courses, and that is also appropriate for researchers who wish to extend their knowledge in the area of color image processing.


Three-Dimensional Imaging, Visualization, and Display

Three-Dimensional Imaging, Visualization, and Display

Author: Bahram Javidi

Publisher: Springer Science & Business Media

Published: 2010-07-15

Total Pages: 528

ISBN-13: 0387793356

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Here is an up-to-date examination of recent developments in 3D imaging, as well as coverage of the prospects and challenges facing 3D moving picture systems and devices, including binocular, multi-view, holographic, and image reproduction techniques.


Book Synopsis Three-Dimensional Imaging, Visualization, and Display by : Bahram Javidi

Download or read book Three-Dimensional Imaging, Visualization, and Display written by Bahram Javidi and published by Springer Science & Business Media. This book was released on 2010-07-15 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: Here is an up-to-date examination of recent developments in 3D imaging, as well as coverage of the prospects and challenges facing 3D moving picture systems and devices, including binocular, multi-view, holographic, and image reproduction techniques.


Fundamentals of Digital Image Processing

Fundamentals of Digital Image Processing

Author: S. Annadurai

Publisher: Pearson Education India

Published: 2007

Total Pages: 444

ISBN-13: 9788177584790

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Book Synopsis Fundamentals of Digital Image Processing by : S. Annadurai

Download or read book Fundamentals of Digital Image Processing written by S. Annadurai and published by Pearson Education India. This book was released on 2007 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt:


Digital Geometry in Image Processing

Digital Geometry in Image Processing

Author: Jayanta Mukhopadhyay

Publisher: CRC Press

Published: 2016-04-19

Total Pages: 316

ISBN-13: 1466505680

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Exploring theories and applications developed during the last 30 years, Digital Geometry in Image Processing presents a mathematical treatment of the properties of digital metric spaces and their relevance in analyzing shapes in two and three dimensions. Unlike similar books, this one connects the two areas of image processing and digital geometry,


Book Synopsis Digital Geometry in Image Processing by : Jayanta Mukhopadhyay

Download or read book Digital Geometry in Image Processing written by Jayanta Mukhopadhyay and published by CRC Press. This book was released on 2016-04-19 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: Exploring theories and applications developed during the last 30 years, Digital Geometry in Image Processing presents a mathematical treatment of the properties of digital metric spaces and their relevance in analyzing shapes in two and three dimensions. Unlike similar books, this one connects the two areas of image processing and digital geometry,


Fundamentals of Digital Image Processing

Fundamentals of Digital Image Processing

Author: Anil K. Jain

Publisher:

Published: 1989

Total Pages: 569

ISBN-13: 9788120309296

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Book Synopsis Fundamentals of Digital Image Processing by : Anil K. Jain

Download or read book Fundamentals of Digital Image Processing written by Anil K. Jain and published by . This book was released on 1989 with total page 569 pages. Available in PDF, EPUB and Kindle. Book excerpt:


Optical and Digital Image Processing

Optical and Digital Image Processing

Author: Gabriel Cristobal

Publisher: John Wiley & Sons

Published: 2013-02-12

Total Pages: 949

ISBN-13: 3527635254

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In recent years, Moore's law has fostered the steady growth of the field of digital image processing, though the computational complexity remains a problem for most of the digital image processing applications. In parallel, the research domain of optical image processing has matured, potentially bypassing the problems digital approaches were suffering and bringing new applications. The advancement of technology calls for applications and knowledge at the intersection of both areas but there is a clear knowledge gap between the digital signal processing and the optical processing communities. This book covers the fundamental basis of the optical and image processing techniques by integrating contributions from both optical and digital research communities to solve current application bottlenecks, and give rise to new applications and solutions. Besides focusing on joint research, it also aims at disseminating the knowledge existing in both domains. Applications covered include image restoration, medical imaging, surveillance, holography, etc... "a very good book that deserves to be on the bookshelf of a serious student or scientist working in these areas." Source: Optics and Photonics News


Book Synopsis Optical and Digital Image Processing by : Gabriel Cristobal

Download or read book Optical and Digital Image Processing written by Gabriel Cristobal and published by John Wiley & Sons. This book was released on 2013-02-12 with total page 949 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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


Image Correlation for Shape, Motion and Deformation Measurements

Image Correlation for Shape, Motion and Deformation Measurements

Author: Michael A. Sutton

Publisher: Springer Science & Business Media

Published: 2009-04-21

Total Pages: 332

ISBN-13: 038778747X

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Image Correlation for Shape, Motion and Deformation Measurements provides a comprehensive overview of data extraction through image analysis. Readers will find and in-depth look into various single- and multi-camera models (2D-DIC and 3D-DIC), two- and three-dimensional computer vision, and volumetric digital image correlation (VDIC). Fundamentals of accurate image matching are described, along with presentations of both new methods for quantitative error estimates in correlation-based motion measurements, and the effect of out-of-plane motion on 2D measurements. Thorough appendices offer descriptions of continuum mechanics formulations, methods for local surface strain estimation and non-linear optimization, as well as terminology in statistics and probability. With equal treatment of computer vision fundamentals and techniques for practical applications, this volume is both a reference for academic and industry-based researchers and engineers, as well as a valuable companion text for appropriate vision-based educational offerings.


Book Synopsis Image Correlation for Shape, Motion and Deformation Measurements by : Michael A. Sutton

Download or read book Image Correlation for Shape, Motion and Deformation Measurements written by Michael A. Sutton and published by Springer Science & Business Media. This book was released on 2009-04-21 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: Image Correlation for Shape, Motion and Deformation Measurements provides a comprehensive overview of data extraction through image analysis. Readers will find and in-depth look into various single- and multi-camera models (2D-DIC and 3D-DIC), two- and three-dimensional computer vision, and volumetric digital image correlation (VDIC). Fundamentals of accurate image matching are described, along with presentations of both new methods for quantitative error estimates in correlation-based motion measurements, and the effect of out-of-plane motion on 2D measurements. Thorough appendices offer descriptions of continuum mechanics formulations, methods for local surface strain estimation and non-linear optimization, as well as terminology in statistics and probability. With equal treatment of computer vision fundamentals and techniques for practical applications, this volume is both a reference for academic and industry-based researchers and engineers, as well as a valuable companion text for appropriate vision-based educational offerings.


3-D Shape Estimation and Image Restoration

3-D Shape Estimation and Image Restoration

Author: Paolo Favaro

Publisher: Springer Science & Business Media

Published: 2007-03-12

Total Pages: 262

ISBN-13: 1846286883

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In the areas of image processing and computer vision, there is a particular need for software that can, given an unfocused or motion-blurred image, infer the three-dimensional shape of a scene. This book describes the analytical processes that go into designing such software, delineates the options open to programmers, and presents original algorithms. Written for readers with interests in image processing and computer vision and with backgrounds in engineering, science or mathematics, this highly practical text/reference is accessible to advanced students or those with a degree that includes basic linear algebra and calculus courses.


Book Synopsis 3-D Shape Estimation and Image Restoration by : Paolo Favaro

Download or read book 3-D Shape Estimation and Image Restoration written by Paolo Favaro and published by Springer Science & Business Media. This book was released on 2007-03-12 with total page 262 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the areas of image processing and computer vision, there is a particular need for software that can, given an unfocused or motion-blurred image, infer the three-dimensional shape of a scene. This book describes the analytical processes that go into designing such software, delineates the options open to programmers, and presents original algorithms. Written for readers with interests in image processing and computer vision and with backgrounds in engineering, science or mathematics, this highly practical text/reference is accessible to advanced students or those with a degree that includes basic linear algebra and calculus courses.


Techniques and Principles in Three-Dimensional Imaging: An Introductory Approach

Techniques and Principles in Three-Dimensional Imaging: An Introductory Approach

Author: Richardson, Martin

Publisher: IGI Global

Published: 2013-12-31

Total Pages: 324

ISBN-13: 146664933X

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"This book provides the reader with a concrete understanding of basic principles and pitfalls for 3-D capturing, highlighting stereoscopic imaging systems including holography"--


Book Synopsis Techniques and Principles in Three-Dimensional Imaging: An Introductory Approach by : Richardson, Martin

Download or read book Techniques and Principles in Three-Dimensional Imaging: An Introductory Approach written by Richardson, Martin and published by IGI Global. This book was released on 2013-12-31 with total page 324 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book provides the reader with a concrete understanding of basic principles and pitfalls for 3-D capturing, highlighting stereoscopic imaging systems including holography"--