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3d Surface Reconstruction


3d Surface Reconstruction
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3d Surface Reconstruction


3d Surface Reconstruction
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Author : Francesco Bellocchio
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-10-28

3d Surface Reconstruction written by Francesco Bellocchio and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-10-28 with Computers categories.


3D Surface Reconstruction: Multi-Scale Hierarchical Approaches presents methods to model 3D objects in an incremental way so as to capture more finer details at each step. The configuration of the model parameters, the rationale and solutions are described and discussed in detail so the reader has a strong understanding of the methodology. Modeling starts from data captured by 3D digitizers and makes the process even more clear and engaging. Innovative approaches, based on two popular machine learning paradigms, namely Radial Basis Functions and the Support Vector Machines, are also introduced. These paradigms are innovatively extended to a multi-scale incremental structure, based on a hierarchical scheme. The resulting approaches allow readers to achieve high accuracy with limited computational complexity, and makes the approaches appropriate for online, real-time operation. Applications can be found in any domain in which regression is required. 3D Surface Reconstruction: Multi-Scale Hierarchical Approaches is designed as a secondary text book or reference for advanced-level students and researchers in computer science. This book also targets practitioners working in computer vision or machine learning related fields.



3d Structure From Multiple Images Of Large Scale Environments


3d Structure From Multiple Images Of Large Scale Environments
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Author : Reinhard Koch
language : en
Publisher: Springer
Release Date : 2003-05-20

3d Structure From Multiple Images Of Large Scale Environments written by Reinhard Koch and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-05-20 with Computers categories.


This book constitutes the strictly refereed post-workshop proceedings of the European Workshop on 3D Structure from Multiple Images of Large-Scale Environments, SMILE'98, held in conjunction with ECCV'98 in Freiburg, Germany, in June 1998. The 21 revised full papers presented went through two cycles of reviewing and were carefully selected for inclusion in the book. The papers are organized in sections on multiview relations and correspondence search, 3D structure from multiple images, callibration and reconstruction using scene constraints, range integration and augmented reality application.



3 D Surface Geometry And Reconstruction Developing Concepts And Applications


3 D Surface Geometry And Reconstruction Developing Concepts And Applications
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Author : Chandra Pati, Umesh
language : en
Publisher: IGI Global
Release Date : 2012-02-29

3 D Surface Geometry And Reconstruction Developing Concepts And Applications written by Chandra Pati, Umesh and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-02-29 with Computers categories.


"This book provides developers and scholars with an extensive collection of research articles in the expanding field of 3D reconstruction, investigating the concepts, methodologies, applications and recent developments in the field of 3D reconstruction"--



Deformable Surface 3d Reconstruction From Monocular Images


Deformable Surface 3d Reconstruction From Monocular Images
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Author : Mathieu Salzmann
language : en
Publisher: Springer Nature
Release Date : 2022-05-31

Deformable Surface 3d Reconstruction From Monocular Images written by Mathieu Salzmann and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-31 with Computers categories.


Being able to recover the shape of 3D deformable surfaces from a single video stream would make it possible to field reconstruction systems that run on widely available hardware without requiring specialized devices. However, because many different 3D shapes can have virtually the same projection, such monocular shape recovery is inherently ambiguous. In this survey, we will review the two main classes of techniques that have proved most effective so far: The template-based methods that rely on establishing correspondences with a reference image in which the shape is already known, and non-rigid structure-from-motion techniques that exploit points tracked across the sequences to reconstruct a completely unknown shape. In both cases, we will formalize the approach, discuss its inherent ambiguities, and present the practical solutions that have been proposed to resolve them. To conclude, we will suggest directions for future research. Table of Contents: Introduction / Early Approaches to Non-Rigid Reconstruction / Formalizing Template-Based Reconstruction / Performing Template-Based Reconstruction / Formalizing Non-Rigid Structure from Motion / Performing Non-Rigid Structure from Motion / Future Directions



Automatic Reconstruction Of Textured 3d Models


Automatic Reconstruction Of Textured 3d Models
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Author : Pitzer, Benjamin
language : en
Publisher: KIT Scientific Publishing
Release Date : 2015-03-23

Automatic Reconstruction Of Textured 3d Models written by Pitzer, Benjamin and has been published by KIT Scientific Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-03-23 with Technology (General) categories.


Three dimensional modeling and visualization of environments is an increasingly important problem. This work addresses the problem of automatic 3D reconstruction and we present a system for unsupervised reconstruction of textured 3D models in the context of modeling indoor environments. We present solutions to all aspects of the modeling process and an integrated system for the automatic creation of large scale 3D models.



3d Computer Vision


3d Computer Vision
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Author : Christian Wöhler
language : en
Publisher: Springer Science & Business Media
Release Date : 2012-07-23

3d Computer Vision written by Christian Wöhler and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-07-23 with Computers categories.


This indispensable text introduces the foundations of three-dimensional computer vision and describes recent contributions to the field. Fully revised and updated, this much-anticipated new edition reviews a range of triangulation-based methods, including linear and bundle adjustment based approaches to scene reconstruction and camera calibration, stereo vision, point cloud segmentation, and pose estimation of rigid, articulated, and flexible objects. Also covered are intensity-based techniques that evaluate the pixel grey values in the image to infer three-dimensional scene structure, and point spread function based approaches that exploit the effect of the optical system. The text shows how methods which integrate these concepts are able to increase reconstruction accuracy and robustness, describing applications in industrial quality inspection and metrology, human-robot interaction, and remote sensing.



3d Surface Reconstruction Using Structured Light Technique


3d Surface Reconstruction Using Structured Light Technique
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Author : Sze Leong Ong
language : en
Publisher:
Release Date : 1996

3d Surface Reconstruction Using Structured Light Technique written by Sze Leong Ong and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with categories.




Computer Vision


Computer Vision
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Author : Roberto Cipolla
language : en
Publisher: Springer Science & Business Media
Release Date : 2010-05-11

Computer Vision written by Roberto Cipolla and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-05-11 with Computers categories.


Computer vision is the science and technology of making machines that see. It is concerned with the theory, design and implementation of algorithms that can automatically process visual data to recognize objects, track and recover their shape and spatial layout. The International Computer Vision Summer School - ICVSS was established in 2007 to provide both an objective and clear overview and an in-depth analysis of the state-of-the-art research in Computer Vision. The courses are delivered by world renowned experts in the field, from both academia and industry, and cover both theoretical and practical aspects of real Computer Vision problems. The school is organized every year by University of Cambridge (Computer Vision and Robotics Group) and University of Catania (Image Processing Lab). Different topics are covered each year. A summary of the past Computer Vision Summer Schools can be found at: http://www.dmi.unict.it/icvss This edited volume contains a selection of articles covering some of the talks and tutorials held during the first two editions of the school on topics such as Recognition, Registration and Reconstruction. The chapters provide an in-depth overview of these challenging areas with key references to the existing literature.



Computer Vision Eccv 2004


Computer Vision Eccv 2004
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Author : Tomas Pajdla
language : en
Publisher: Springer Science & Business Media
Release Date : 2004-04-28

Computer Vision Eccv 2004 written by Tomas Pajdla and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-04-28 with Computers categories.


The four-volume set comprising LNCS volumes 3021/3022/3023/3024 constitutes the refereed proceedings of the 8th European Conference on Computer Vision, ECCV 2004, held in Prague, Czech Republic, in May 2004. The 190 revised papers presented were carefully reviewed and selected from a total of 555 papers submitted. The four books span the entire range of current issues in computer vision. The papers are organized in topical sections on tracking; feature-based object detection and recognition; geometry; texture; learning and recognition; information-based image processing; scale space, flow, and restoration; 2D shape detection and recognition; and 3D shape representation and reconstruction.



Curve And Surface Reconstruction


Curve And Surface Reconstruction
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Author : Tamal K. Dey
language : en
Publisher: Cambridge University Press
Release Date : 2006-10-16

Curve And Surface Reconstruction written by Tamal K. Dey and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-10-16 with Computers categories.


Many applications in science and engineering require a digital model of a real physical object. Advanced scanning technology has made it possible to scan such objects and generate point samples on their boundaries. This book, first published in 2007, shows how to compute a digital model from this point sample. After developing the basics of sampling theory and its connections to various geometric and topological properties, the author describes a suite of algorithms that have been designed for the reconstruction problem, including algorithms for surface reconstruction from dense samples, from samples that are not adequately dense and from noisy samples. Voronoi- and Delaunay-based techniques, implicit surface-based methods and Morse theory-based methods are covered. Scientists and engineers working in drug design, medical imaging, CAD, GIS, and many other areas will benefit from this first book on the subject.