Automated 3D Reconstruction Using Optimized View-Planning Algorithms for Iterative Development of Structure-from-Motion Models

Automated 3D Reconstruction Using Optimized View-Planning Algorithms for Iterative Development of Structure-from-Motion Models

Unsupervised machine learning algorithms (clustering, genetic, and principal component analysis) automate Unmanned Aerial Vehicle (UAV) missions as well as the creation and refinement of iterative 3D photogrammetric models with a next best view (NBV) approach. The novel approach uses Structure-from-...

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Bibliographic Details
Main Authors: Samuel Arce, Cory A. Vernon, Joshua Hammond, Valerie Newell, Joseph Janson, Kevin W. Franke, John D. Hedengren
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Remote Sensing
Subjects:
Structure-from-Motion
Unmanned Aerial Vehicles
iterative inspection
automated inspection
multi-scale
view-planning
Online Access:https://www.mdpi.com/2072-4292/12/13/2169

Internet

https://www.mdpi.com/2072-4292/12/13/2169

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