Advanced Procrustes Analysis Models in Photogrammetric Computer Vision

Advanced Procrustes Analysis Models in Photogrammetric Computer Vision
Author :
Publisher : Springer
Total Pages : 174
Release :
ISBN-10 : 9783030117603
ISBN-13 : 303011760X
Rating : 4/5 (60X Downloads)

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 174 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.


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