Advanced procrustes analysis models in photogrammetric computer vision. ([2019])

• Record Type: Book
• Further Information: Note: Fabio Crosilla [and 4 more].
• Editors: Crosilla, F
• Contents: Intro; Preface; References; Contents; 1 Introduction; References; Part I Theory of Procrustes Analysis Models; 2 Orthogonal Procrustes Analysis; 2.1 The Origins of Procrustes Analysis; 2.2 Classification of the Procrustes Models; 2.3 OPA-Orthogonal Procrustes Analysis; 2.4 EOPA-Extended Orthogonal Procrustes Analysis; 2.5 WEOPA-Weighted Extended Orthogonal Procrustes Analysis; 2.6 OPA and EOPA with Missing Data; 2.6.1 The Case of Missing Data Dimensions; 2.6.2 The Case of Missing Point Coordinates; 2.6.3 The Case of Missing Components; 2.7 Procrustes Statistics 2.7.1 Procrustes Statistics with Errors in One Configuration2.7.2 Procrustes Statistics with Errors in Two Configurations; 2.7.3 Analysis of Variance for the Procrustes Statistics; 2.8 Summary; References; 3 Generalized Isotropic Procrustes Analysis; 3.1 Basic Hypothesis and Layout of the Problem; 3.2 Original GPA Solution; 3.3 Alternative GPA Solution; 3.4 Weighted GPA with Missing Values; 3.5 Properties of the Centroid; 3.6 Closest Point Generalized Procrustes Analysis; 3.7 Generalized Procrustes Statistics and the Analysis of Variance; 3.8 Summary; References 4 Anisotropic Procrustes Analysis4.1 Problem Formulation; 4.2 AEOPA-Anisotropic Extended Orthogonal Procrustes Analysis with Row Scaling; 4.3 AGPA-Anisotropic Generalized Procrustes Analysis; 4.4 Summary; References; 5 Procrustes Errors-In-Variables Solutions; 5.1 Errors-In-Variables Model and Total Least Squares Solutions; 5.2 Total Least Squares Solutions of Procrustes Models; 5.2.1 EIV-Extended Orthogonal Procrustes Analysis (EIV-EOPA); 5.2.2 EIV-Weighted Extended Orthogonal Procrustes Analysis (EIV-WEOPA); 5.2.3 EIV-Anisotropic Orthogonal Procrustes Analysis (EIV-AEOPA); 5.3 Summary 7 Basics of Terrestrial Laser Scanning7.1 Background; 7.2 Registration and Geo-referencing of Laser Scanning Point Clouds; 7.3 Laser Scanning with Moving Systems; 7.4 Summary; References; Part III Applications of Procrustes Analysis Models; 8 Applications of Anisotropic Procrustes Analysis; 8.1 Solving the Exterior Orientation Problem with AEOPA; 8.1.1 Background and Related Work; 8.1.2 Exterior Orientation with Fiore's Algorithm; 8.1.3 Exterior Orientation with AEOPA; 8.1.4 Experimental Validation; 8.1.5 EIV-AEOPA Solution for the Exterior Orientation Problem
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2019
• Extent: 1 online resource
• Subjects: 526.9/82; Photogrammetry -- Digital techniques; Computer vision; Electronic books; Electronic books
• Languages: English
• ISBNs: 9783030117603
• Related ISBNs: 303011760X; 9783030117597; 3030117596
• Notes: Note: Includes bibliographical references.; Note: Description based on online resource; title from digital title page (viewed on March 26, 2019).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.