SPARSESAT-NERF: DENSE DEPTH SUPERVISED NEURAL RADIANCE FIELDS FOR SPARSE SATELLITE IMAGES

Digital surface model generation using traditional multi-view stereo matching (MVS) performs poorly over non-Lambertian surfaces, with asynchronous acquisitions, or at discontinuities. Neural radiance fields (NeRF) offer a new paradigm for reconstructing surface geometries using continuous volumetri...

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Bibliographic Details
Published in:	ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Main Authors:	L. Zhang, E. Rupnik
Format:	Article
Language:	English
Published:	Copernicus Publications 2023-12-01
Online Access:	https://isprs-annals.copernicus.org/articles/X-1-W1-2023/895/2023/isprs-annals-X-1-W1-2023-895-2023.pdf

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