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Advanced procrustes analysis models ...
~
Crosilla, Fabio.
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Advanced procrustes analysis models in photogrammetric computer vision
Record Type:
Electronic resources : Monograph/item
Title/Author:
Advanced procrustes analysis models in photogrammetric computer vision/ by Fabio Crosilla ... [et al.].
other author:
Crosilla, Fabio.
Published:
Cham :Springer International Publishing : : 2019.,
Description:
xi, 172 p. :ill., digital ;24 cm.
[NT 15003449]:
Theory of procrustes analysis models -- An introduction to computer vision and laser scanning -- Applications of procrustes analysis models.
Contained By:
Springer eBooks
Subject:
Photogrammetry - Digital techniques. -
Online resource:
https://doi.org/10.1007/978-3-030-11760-3
ISBN:
9783030117603
Advanced procrustes analysis models in photogrammetric computer vision
Advanced procrustes analysis models in photogrammetric computer vision
[electronic resource] /by Fabio Crosilla ... [et al.]. - Cham :Springer International Publishing :2019. - xi, 172 p. :ill., digital ;24 cm. - CISM international centre for mechanical sciences, courses and lectures,v.5900254-1971 ;. - CISM international centre for mechanical sciences, courses and lectures ;v.590..
Theory of procrustes analysis models -- An introduction to computer vision and laser scanning -- Applications of procrustes analysis models.
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.
ISBN: 9783030117603
Standard No.: 10.1007/978-3-030-11760-3doiSubjects--Topical Terms:
625183
Photogrammetry
--Digital techniques.
LC Class. No.: TA593
Dewey Class. No.: 526.982
Advanced procrustes analysis models in photogrammetric computer vision
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Theory of procrustes analysis models -- An introduction to computer vision and laser scanning -- Applications of procrustes analysis models.
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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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Engineering (Springer-11647)
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W9369761
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11.線上閱覽_V
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EB TA593
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