Advanced Procrustes Analysis Models in Photogrammetric Computer Vision

Author:   Fabio Crosilla ,  Alberto Beinat ,  Andrea Fusiello ,  Eleonora Maset
Publisher:   Springer Nature Switzerland AG
Edition:   1st ed. 2019
Volume:   590
ISBN:  

9783030117597


Pages:   172
Publication Date:   08 March 2019
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Advanced Procrustes Analysis Models in Photogrammetric Computer Vision


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Overview

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.

Full Product Details

Author:   Fabio Crosilla ,  Alberto Beinat ,  Andrea Fusiello ,  Eleonora Maset
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
Edition:   1st ed. 2019
Volume:   590
Weight:   0.454kg
ISBN:  

9783030117597


ISBN 10:   3030117596
Pages:   172
Publication Date:   08 March 2019
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Theory of procrustes analysis models.- An introduction to computer vision and laser scanning.- Applications of procrustes analysis models

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