Fabio Crosilla's Books

Advanced Procrustes Analysis Models in Photogrammetric Computer Vision

By: Fabio Crosilla,Alberto Beinat,Andrea Fusiello,Eleonora Maset,Domenico Visintini

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Advanced Procrustes Analysis Models in Photogrammetric Computer Vision

By: Fabio Crosilla,Alberto Beinat,Andrea Fusiello,Eleonora Maset,Domenico Visintini

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.

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Page Count

174

Publisher

Springer

Published Date

ISBN 10

303011760X

ISBN 13

9783030117603

Advanced Procrustes Analysis Models in Photogrammetric Computer Vision

By: Fabio Crosilla,Alberto Beinat,Andrea Fusiello,Eleonora Maset,Domenico Visintini

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Advanced Procrustes Analysis Models in Photogrammetric Computer Vision

By: Fabio Crosilla,Alberto Beinat,Andrea Fusiello,Eleonora Maset,Domenico Visintini

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Page Count

174

Publisher

Springer

Published Date

ISBN 10

303011760X

ISBN 13

9783030117603

Algebraic Applications of Photogrammetry, Remote Sensing and Computer Vision

By: Joseph Awange,Erik Grafarend,Fabio Crosilla,Bela Palancz,John Kiema

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Algebraic Applications of Photogrammetry, Remote Sensing and Computer Vision

By: Joseph Awange,Erik Grafarend,Fabio Crosilla,Bela Palancz,John Kiema

With the ever increasing modernization of computers, image processing and analysis is becoming more and more necessary in various sectors. In computer vision and model-based vision for example, algebraic methods are gaining momentum in performing adjustments that play essential roles in obtaining accurate structure and motion estimates, while in photogrammetry they are used to perform bundle adjustment to obtain dense 3-dimensional (3D) surface models from images taken from photographs. Most recently, there is a close link between CV and photogrammetry, as unordered image blocks from close range and UAVs have to be processed. Indeed, in recent years, the demand for realistic reconstruction and modeling of objects and human bodies is increasing both for animation and medical applications. In radiostereometric analysis (RSA), for example, algebraic methods play the significant role of constructing the projection geometries and reconstructing the 3D-coordinates of the patient markers. Radiostereometric analysis has been widely used in orthopaedics for studying, e.g., prosthetic implant migration and wear, joint stability and kinematics, bone growth, and fracture healing. These applications of algebraic methods, just to list but a few, underscores the need for further improvements and refinements of the existing techniques, and also testing others that could offer more flexibility and optimum results. This book presents modern and efficient algebraic methods that are capable of meeting the challenges posed by the need for efficient algorithms to process and analyze images. The book will be useful to computer scientists, geographers, Earth scientists, mathematicians and environmentalists to list a few.

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Age

Page Count

400

Publisher

Springer

Published Date

ISBN 10

3319053671

ISBN 13

9783319053677

Book's by Fabio Crosilla

Advanced Procrustes Analysis Models in Photogrammetric Computer Vision

Advanced Procrustes Analysis Models in Photogrammetric Computer Vision

Advanced Procrustes Analysis Models in Photogrammetric Computer Vision

Advanced Procrustes Analysis Models in Photogrammetric Computer Vision

Algebraic Applications of Photogrammetry, Remote Sensing and Computer Vision

Algebraic Applications of Photogrammetry, Remote Sensing and Computer Vision

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