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3D Reconstruction from Multiple Images

2009-10-23 Computers
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Release : 2009-10-23
Genre : Computers
Kind : eBook
Book Rating : 844/5 ( reviews)

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Book Synopsis 3D Reconstruction from Multiple Images by : Theo Moons

Download or read book 3D Reconstruction from Multiple Images written by Theo Moons. This book was released on 2009-10-23. Available in PDF, EPUB and Kindle. Book excerpt: The issue discusses methods to extract 3-dimensional (3D) models from plain images. In particular, the 3D information is obtained from images for which the camera parameters are unknown. The principles underlying such uncalibrated structure-from-motion methods are outlined. First, a short review of 3D acquisition technologies puts such methods in a wider context, and highlights their important advantages. Then, the actual theory behind this line of research is given. The authors have tried to keep the text maximally self-contained, therefore also avoiding to rely on an extensive knowledge of the projective concepts that usually appear in texts about self-calibration 3D methods. Rather, mathematical explanations that are more amenable to intuition are given. The explanation of the theory includes the stratification of reconstructions obtained from image pairs as well as metric reconstruction on the basis of more than 2 images combined with some additional knowledge about the cameras used. Readers who want to obtain more practical information about how to implement such uncalibrated structure-from-motion pipelines may be interested in two more Foundations and Trends issues written by the same authors. Together with this issue they can be read as a single tutorial on the subject.

3D Reconstruction from Multiple Images Using Single Moving Camera

2015
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Release : 2015
Genre :
Kind : eBook
Book Rating : /5 ( reviews)

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Book Synopsis 3D Reconstruction from Multiple Images Using Single Moving Camera by :

Download or read book 3D Reconstruction from Multiple Images Using Single Moving Camera written by . This book was released on 2015. Available in PDF, EPUB and Kindle. Book excerpt:

Efficient Methods for 3D Reconstruction from Multiple Images

2006 Three-dimensional imaging
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Release : 2006
Genre : Three-dimensional imaging
Kind : eBook
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Book Synopsis Efficient Methods for 3D Reconstruction from Multiple Images by : Carlos Wai Yin Leung

Download or read book Efficient Methods for 3D Reconstruction from Multiple Images written by Carlos Wai Yin Leung. This book was released on 2006. Available in PDF, EPUB and Kindle. Book excerpt:

Recent Advances in 3D Imaging, Modeling, and Reconstruction

2020-02-28 Computers
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Release : 2020-02-28
Genre : Computers
Kind : eBook
Book Rating : 952/5 ( reviews)

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Book Synopsis Recent Advances in 3D Imaging, Modeling, and Reconstruction by : Voulodimos, Athanasios

Download or read book Recent Advances in 3D Imaging, Modeling, and Reconstruction written by Voulodimos, Athanasios. This book was released on 2020-02-28. Available in PDF, EPUB and Kindle. Book excerpt: 3D image reconstruction is used in many fields, such as medicine, entertainment, and computer science. This highly demanded process comes with many challenges, such as images becoming blurry by atmospheric turbulence, getting snowed with noise, or becoming damaged within foreign regions. It is imperative to remain well-informed with the latest research in this field. Recent Advances in 3D Imaging, Modeling, and Reconstruction is a collection of innovative research on the methods and common techniques of image reconstruction as well as the accuracy of these methods. Featuring coverage on a wide range of topics such as ray casting, holographic techniques, and machine learning, this publication is ideally designed for graphic designers, computer engineers, medical professionals, robotics engineers, city planners, game developers, researchers, academicians, and students.

The Geometry of Multiple Images

2001 Computers
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Release : 2001
Genre : Computers
Kind : eBook
Book Rating : 041/5 ( reviews)

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Book Synopsis The Geometry of Multiple Images by : Olivier Faugeras

Download or read book The Geometry of Multiple Images written by Olivier Faugeras. This book was released on 2001. Available in PDF, EPUB and Kindle. Book excerpt: This book formalizes and analyzes the relations between multiple views of a scene from the perspective of various types of geometries. A key feature is that it considers Euclidean and affine geometries as special cases of projective geometry. Over the last forty years, researchers have made great strides in elucidating the laws of image formation, processing, and understanding by animals, humans, and machines. This book describes the state of knowledge in one subarea of vision, the geometric laws that relate different views of a scene. Geometry, one of the oldest branches of mathematics, is the natural language for describing three-dimensional shapes and spatial relations. Projective geometry, the geometry that best models image formation, provides a unified framework for thinking about many geometric problems are relevant to vision. The book formalizes and analyzes the relations between multiple views of a scene from the perspective of various types of geometries. A key feature is that it considers Euclidean and affine geometries as special cases of projective geometry. Images play a prominent role in computer communications. Producers and users of images, in particular three-dimensional images, require a framework for stating and solving problems. The book offers a number of conceptual tools and theoretical results useful for the design of machine vision algorithms. It also illustrates these tools and results with many examples of real applications.

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