BENCHMARKING THE EXTRACTION OF 3D GEOMETRY FROM UAV IMAGES WITH DEEP LEARNING METHODS

3D reconstruction from single and multi-view stereo images is still an open research topic, despite the high number of solutions proposed in the last decades. The surge of deep learning methods has then stimulated the development of new methods using monocular (MDE, Monocular Depth Estimation), ster...

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Bibliographic Details
Main Authors: F. Nex, N. Zhang, F. Remondino, E. M. Farella, R. Qin, C. Zhang
Format: Article
Language:English
Published: Copernicus Publications 2023-10-01
Series:The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Online Access:https://isprs-archives.copernicus.org/articles/XLVIII-1-W3-2023/123/2023/isprs-archives-XLVIII-1-W3-2023-123-2023.pdf