OptiViewNeRF: Optimizing 3D reconstruction via batch view selection and scene uncertainty in Neural Radiance Fields

In situations with a limited number of posed images, choosing the most suitable viewpoints becomes crucial for accurate Neural Radiance Fields (NeRF) modeling. Current approaches for view selection often rely on heuristic methods or are computationally intensive. To address these challenges, we intr...

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Bibliographic Details

Published in:	International Journal of Applied Earth Observations and Geoinformation
Main Authors:	You Li, Rui Li, Ziwei Li, Renzhong Guo, Shengjun Tang
Format:	Article
Language:	English
Published:	Elsevier 2025-02-01
Subjects:	3D reconstruction NeRF Uncertainty View selection UAV data
Online Access:	http://www.sciencedirect.com/science/article/pii/S1569843224006642