Photogrammetric Computer Vision

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Photogrammetric Computer Vision

Author : Wolfgang Förstner
Publisher : Springer
ISBN 13 : 3319115502
Total Pages : 816 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis Photogrammetric Computer Vision by : Wolfgang Förstner

Download or read book Photogrammetric Computer Vision written by Wolfgang Förstner and published by Springer. This book was released on 2016-10-04 with total page 816 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook offers a statistical view on the geometry of multiple view analysis, required for camera calibration and orientation and for geometric scene reconstruction based on geometric image features. The authors have backgrounds in geodesy and also long experience with development and research in computer vision, and this is the first book to present a joint approach from the converging fields of photogrammetry and computer vision. Part I of the book provides an introduction to estimation theory, covering aspects such as Bayesian estimation, variance components, and sequential estimation, with a focus on the statistically sound diagnostics of estimation results essential in vision metrology. Part II provides tools for 2D and 3D geometric reasoning using projective geometry. This includes oriented projective geometry and tools for statistically optimal estimation and test of geometric entities and transformations and their relations, tools that are useful also in the context of uncertain reasoning in point clouds. Part III is devoted to modelling the geometry of single and multiple cameras, addressing calibration and orientation, including statistical evaluation and reconstruction of corresponding scene features and surfaces based on geometric image features. The authors provide algorithms for various geometric computation problems in vision metrology, together with mathematical justifications and statistical analysis, thus enabling thorough evaluations. The chapters are self-contained with numerous figures and exercises, and they are supported by an appendix that explains the basic mathematical notation and a detailed index. The book can serve as the basis for undergraduate and graduate courses in photogrammetry, computer vision, and computer graphics. It is also appropriate for researchers, engineers, and software developers in the photogrammetry and GIS industries, particularly those engaged with statistically based geometric computer vision methods.

Photogrammetric Computer Vision

Author : Wolfgang Förstner
Publisher : Springer
ISBN 13 : 9783319791708
Total Pages : 816 pages
Book Rating : 4.7/5 (917 download)

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Book Synopsis Photogrammetric Computer Vision by : Wolfgang Förstner

Download or read book Photogrammetric Computer Vision written by Wolfgang Förstner and published by Springer. This book was released on 2018-06-14 with total page 816 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook offers a statistical view on the geometry of multiple view analysis, required for camera calibration and orientation and for geometric scene reconstruction based on geometric image features. The authors have backgrounds in geodesy and also long experience with development and research in computer vision, and this is the first book to present a joint approach from the converging fields of photogrammetry and computer vision. Part I of the book provides an introduction to estimation theory, covering aspects such as Bayesian estimation, variance components, and sequential estimation, with a focus on the statistically sound diagnostics of estimation results essential in vision metrology. Part II provides tools for 2D and 3D geometric reasoning using projective geometry. This includes oriented projective geometry and tools for statistically optimal estimation and test of geometric entities and transformations and their relations, tools that are useful also in the context of uncertain reasoning in point clouds. Part III is devoted to modelling the geometry of single and multiple cameras, addressing calibration and orientation, including statistical evaluation and reconstruction of corresponding scene features and surfaces based on geometric image features. The authors provide algorithms for various geometric computation problems in vision metrology, together with mathematical justifications and statistical analysis, thus enabling thorough evaluations. The chapters are self-contained with numerous figures and exercises, and they are supported by an appendix that explains the basic mathematical notation and a detailed index. The book can serve as the basis for undergraduate and graduate courses in photogrammetry, computer vision, and computer graphics. It is also appropriate for researchers, engineers, and software developers in the photogrammetry and GIS industries, particularly those engaged with statistically based geometric computer vision methods.

Photogrammetric Computer Vision

Author : Wolfgang Förstner
Publisher : Springer
ISBN 13 : 9783319115511
Total Pages : pages
Book Rating : 4.1/5 (155 download)

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Book Synopsis Photogrammetric Computer Vision by : Wolfgang Förstner

Download or read book Photogrammetric Computer Vision written by Wolfgang Förstner and published by Springer. This book was released on 2016-05-09 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is about concepts and methods for developing software for automatically analyzing images, with a focus on main application areas, mapping and image-based metrology. The first part of the book introduces the related statistics and estimation theory required, including probability theory, testing and estimation. The second part of the book explains all aspects of the related geometry, with chapters on homogeneous representations of points, lines and planes; transformations; geometric operations; rotations; oriented projective geometry; and reasoning with uncertain geometric entities. The third part of the book explains orientation and reconstruction. The book is suitable for advanced undergraduate and graduate students, practitioners, and researchers in computer vision.

Advanced Procrustes Analysis Models in Photogrammetric Computer Vision

Author : Fabio Crosilla
Publisher : Springer
ISBN 13 : 303011760X
Total Pages : 172 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Advanced Procrustes Analysis Models in Photogrammetric Computer Vision by : Fabio Crosilla

Download or read book Advanced Procrustes Analysis Models in Photogrammetric Computer Vision written by Fabio Crosilla and published by Springer. This book was released on 2019-02-28 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gives a comprehensive view of the developed procrustes models, including the isotropic, the generalized and the anisotropic variants. These represent original tools to perform, among others, the bundle block adjustment and the global registration of multiple 3D LiDAR point clouds. Moreover, the book also reports the recently derived total least squares solution of the anisotropic Procrustes model, together with its practical application in solving the exterior orientation of one image. The book is aimed at all those interested in discovering valuable innovative algorithms for solving various photogrammetric computer vision problems. In this context, where functional models are non-linear, Procrustean methods prove to be powerful since they do not require any linearization nor approximated values of the unknown parameters, furnishing at the same time results comparable in terms of accuracy with those given by the state-of-the-art methods.

Precision Landmark Location for Machine Vision and Photogrammetry

Author : José A. Gutierrez
Publisher : Springer Science & Business Media
ISBN 13 : 1846289130
Total Pages : 163 pages
Book Rating : 4.8/5 (462 download)

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Book Synopsis Precision Landmark Location for Machine Vision and Photogrammetry by : José A. Gutierrez

Download or read book Precision Landmark Location for Machine Vision and Photogrammetry written by José A. Gutierrez and published by Springer Science & Business Media. This book was released on 2007-10-25 with total page 163 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book addresses the problem of measurement error associated with determining the location of landmarks in images. The least possible photogrammetric uncertainty in a given situation is determined using the Cramér–Rao Lower Bound (CRLB). The monograph provides the reader with: the most complete treatment to date of precision landmark location and the engineering aspects of image capture and processing; detailed theoretical treatment of the CRLB, and more.

Calibration and Orientation of Cameras in Computer Vision

Author : Armin Gruen
Publisher : Springer Science & Business Media
ISBN 13 : 3662045672
Total Pages : 243 pages
Book Rating : 4.6/5 (62 download)

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Book Synopsis Calibration and Orientation of Cameras in Computer Vision by : Armin Gruen

Download or read book Calibration and Orientation of Cameras in Computer Vision written by Armin Gruen and published by Springer Science & Business Media. This book was released on 2013-03-09 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book was conceived during the Workshop "Calibration and Orientation of Cameras in Computer Vision" at the XVIIth Congress of the ISPRS (In ternational Society of Photogrammetry and Remote Sensing), in July 1992 in Washington, D. C. The goal of this workshop was to bring photogrammetry and computer vision experts together in order to exchange ideas, concepts and approaches in camera calibration and orientation. These topics have been addressed in photogrammetry research for a long time, starting in the sec ond half of the 19th century. Over the years standard procedures have been developed and implemented, in particular for metric cameras, such that in the photogrammetric community such issues were considered as solved prob lems. With the increased use of non-metric cameras (in photogrammetry they are revealingly called "amateur" cameras), especially CCD cameras, and the exciting possibilities of acquiring long image sequences quite effortlessly and processing image data automatically, online and even in real-time, the need to take a new and fresh look at various calibration and orientation issues became obvious. Here most activities emerged through the computer vision commu nity, which was somewhat unaware as to what had already been achieved in photogrammetry. On the other hand, photogrammetrists seemed to ignore the new and interesting studies, in particular on the problems of orienta tion, that were being performed by computer vision experts.

Close Range Photogrammetry and Machine Vision

Author : Keith B. Atkinson
Publisher :
ISBN 13 : 9781870325738
Total Pages : 0 pages
Book Rating : 4.3/5 (257 download)

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Book Synopsis Close Range Photogrammetry and Machine Vision by : Keith B. Atkinson

Download or read book Close Range Photogrammetry and Machine Vision written by Keith B. Atkinson and published by . This book was released on 2001 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Classic text on the subject which, remarkably, still sells

Photogrammetry

Author : Karl Kraus
Publisher : Walter de Gruyter
ISBN 13 : 3110892871
Total Pages : 477 pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis Photogrammetry by : Karl Kraus

Download or read book Photogrammetry written by Karl Kraus and published by Walter de Gruyter. This book was released on 2011-10-18 with total page 477 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook deals with the basics and methods of photogrammetry and laser scanning which are used to determine the form and location of objects, with measurements provided by sensors placed in air planes as well as on terrestrial platforms. Many examples and exercises with solutions are included. Photogrammetry, Laserscanning.

Photogrammetric Image Analysis

Author : Uwe Stilla
Publisher : Springer
ISBN 13 : 3642243932
Total Pages : 317 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Photogrammetric Image Analysis by : Uwe Stilla

Download or read book Photogrammetric Image Analysis written by Uwe Stilla and published by Springer. This book was released on 2011-10-01 with total page 317 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the ISPRS Conference on Photogrammetric Image Analysis, held in Munich, Germany, in October 2011. The 25 revised full papers presented were carefully reviewed and selected from 54 submissions. The papers are organized in topical sections on orientation, matching, object detection, 3D reconstruction and DEM, classification, people and tracking, as well as image processing.

Close-Range Photogrammetry and 3D Imaging

Author : Thomas Luhmann
Publisher : Walter de Gruyter GmbH & Co KG
ISBN 13 : 3110607387
Total Pages : 941 pages
Book Rating : 4.1/5 (16 download)

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Book Synopsis Close-Range Photogrammetry and 3D Imaging by : Thomas Luhmann

Download or read book Close-Range Photogrammetry and 3D Imaging written by Thomas Luhmann and published by Walter de Gruyter GmbH & Co KG. This book was released on 2019-11-18 with total page 941 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the third edition of the well-known guide to close-range photogrammetry. It provides a thorough presentation of the methods, mathematics, systems and applications which comprise the subject of close-range photogrammetry, which uses accurate imaging techniques to analyse the three-dimensional shape of a wide range of manufactured and natural objects.

Close Range Photogrammetry and Machine Vision

Author : Keith B. Atkinson
Publisher :
ISBN 13 :
Total Pages : 392 pages
Book Rating : 4.0/5 ( download)

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Book Synopsis Close Range Photogrammetry and Machine Vision by : Keith B. Atkinson

Download or read book Close Range Photogrammetry and Machine Vision written by Keith B. Atkinson and published by . This book was released on 1996 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the past decade, advances in the field of close-range photogrammetry have been rapid and the era of digital photogrammetry is well on its way. This book provides a complete account of the subject with contributions from international experts.

Introduction to Modern Photogrammetry

Author : Edward M. Mikhail
Publisher : John Wiley & Sons
ISBN 13 : 0471309249
Total Pages : 498 pages
Book Rating : 4.4/5 (713 download)

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Book Synopsis Introduction to Modern Photogrammetry by : Edward M. Mikhail

Download or read book Introduction to Modern Photogrammetry written by Edward M. Mikhail and published by John Wiley & Sons. This book was released on 2001-03-26 with total page 498 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text is designed to give students a strong grounding in the mathematical basis of photogrammetry while introducing them to related fields, such as remote sensing and digital image processing. Suitable for undergraduate photogrammetry courses typically aimed at junior and senior students, and for graduate-level courses at the Master's level. Excellent reference for those working in related fields.

Automatic Extraction of Man-made Objects from Aerial and Satellite Images III

Author : E.P. Baltsavias
Publisher : CRC Press
ISBN 13 : 9789058092526
Total Pages : 436 pages
Book Rating : 4.0/5 (925 download)

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Book Synopsis Automatic Extraction of Man-made Objects from Aerial and Satellite Images III by : E.P. Baltsavias

Download or read book Automatic Extraction of Man-made Objects from Aerial and Satellite Images III written by E.P. Baltsavias and published by CRC Press. This book was released on 2001-01-01 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: This work is a collection of papers from the world's leading research groups in the field of automatic extraction of objects, especially buildings and roads, from aerial and space imagery, including new sensors like SAR and lidar.

Feature Extraction and Image Processing for Computer Vision

Author : Mark Nixon
Publisher : Academic Press
ISBN 13 : 0123978246
Total Pages : 629 pages
Book Rating : 4.1/5 (239 download)

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Book Synopsis Feature Extraction and Image Processing for Computer Vision by : Mark Nixon

Download or read book Feature Extraction and Image Processing for Computer Vision written by Mark Nixon and published by Academic Press. This book was released on 2012-12-18 with total page 629 pages. Available in PDF, EPUB and Kindle. Book excerpt: Feature Extraction and Image Processing for Computer Vision is an essential guide to the implementation of image processing and computer vision techniques, with tutorial introductions and sample code in Matlab. Algorithms are presented and fully explained to enable complete understanding of the methods and techniques demonstrated. As one reviewer noted, "The main strength of the proposed book is the exemplar code of the algorithms." Fully updated with the latest developments in feature extraction, including expanded tutorials and new techniques, this new edition contains extensive new material on Haar wavelets, Viola-Jones, bilateral filtering, SURF, PCA-SIFT, moving object detection and tracking, development of symmetry operators, LBP texture analysis, Adaboost, and a new appendix on color models. Coverage of distance measures, feature detectors, wavelets, level sets and texture tutorials has been extended. Named a 2012 Notable Computer Book for Computing Methodologies by Computing Reviews Essential reading for engineers and students working in this cutting-edge field Ideal module text and background reference for courses in image processing and computer vision The only currently available text to concentrate on feature extraction with working implementation and worked through derivation

An Invitation to 3-D Vision

Author : Yi Ma
Publisher : Springer Science & Business Media
ISBN 13 : 0387217797
Total Pages : 542 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis An Invitation to 3-D Vision by : Yi Ma

Download or read book An Invitation to 3-D Vision written by Yi Ma and published by Springer Science & Business Media. This book was released on 2012-11-06 with total page 542 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book introduces the geometry of 3-D vision, that is, the reconstruction of 3-D models of objects from a collection of 2-D images. It details the classic theory of two view geometry and shows that a more proper tool for studying the geometry of multiple views is the so-called rank consideration of the multiple view matrix. It also develops practical reconstruction algorithms and discusses possible extensions of the theory.

Structure from Motion in the Geosciences

Author : Jonathan L. Carrivick
Publisher : John Wiley & Sons
ISBN 13 : 1118895827
Total Pages : 208 pages
Book Rating : 4.1/5 (188 download)

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Book Synopsis Structure from Motion in the Geosciences by : Jonathan L. Carrivick

Download or read book Structure from Motion in the Geosciences written by Jonathan L. Carrivick and published by John Wiley & Sons. This book was released on 2016-07-15 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: Structure from Motion with Multi View Stereo provides hyperscale landform models using images acquired from standard compact cameras and a network of ground control points. The technique is not limited in temporal frequency and can provide point cloud data comparable in density and accuracy to those generated by terrestrial and airborne laser scanning at a fraction of the cost. It therefore offers exciting opportunities to characterise surface topography in unprecedented detail and, with multi-temporal data, to detect elevation, position and volumetric changes that are symptomatic of earth surface processes. This book firstly places Structure from Motion in the context of other digital surveying methods and details the Structure from Motion workflow including available software packages and assessments of uncertainty and accuracy. It then critically reviews current usage of Structure from Motion in the geosciences, provides a synthesis of recent validation studies and looks to the future by highlighting opportunities arising from developments in allied disciplines. This book will appeal to academics, students and industry professionals because it balances technical knowledge of the Structure from Motion workflow with practical guidelines for image acquisition, image processing and data quality assessment and includes case studies that have been contributed by experts from around the world.

Progress in Cultural Heritage Preservation

Author : Marinos Ioannides
Publisher : Springer Science & Business Media
ISBN 13 : 3642342345
Total Pages : 920 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Progress in Cultural Heritage Preservation by : Marinos Ioannides

Download or read book Progress in Cultural Heritage Preservation written by Marinos Ioannides and published by Springer Science & Business Media. This book was released on 2012-10-22 with total page 920 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 4th International Conference on Progress in Cultural Heritage Preservation, EuroMed 2012, held in Lemesos, Cyprus, in October/November 2012. The 95 revised full papers were carefully reviewed and selected from 392 submissions. The papers are organized in topical sections on digital data acquisition technologies and data processing in cultural heritage, 2D and 3D data capture methodologies and data processing in cultural heritage, 2D and 3D GIS in cultural heritage, virtual reality in archaeology and historical research, standards, metadata, ontologies and semantic processing in cultural heritage, data management, archiving and presentation of cultural heritage content, ICT assistance in monitoring and restoration, innovative topics related to the current and future implementation, use, development and exploitation of the EU CH identity card, innovative technologies to asses, monitor and adapt to climate change, digital data acquisition technologies and data processing in cultural heritage, 2D and 3D data capture methodologies and data processing in cultural heritage, on-site and remotely sensed data collection, reproduction techniques and rapid prototyping in cultural heritage, 2D and 3D GIS in cultural heritage, innovative graphics applications and techniques, libraries and archives in cultural heritage, tools for education, documentation and training in CH, standards, metadata, ontologies and semantic processing in cultural heritage, damage assessment, diagnoses and monitoring for the preventive conservation and maintenance of CH, information management systems in CH, European research networks in the field of CH, non-destructive diagnosis technologies for the safe conversation and traceability of cultural assets.