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

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You Li, Rui Li, Ziwei Li, Renzhong Guo, Shengjun Tang

Published: 01 Jan 2025, Last Modified: 08 Apr 2025Int. J. Appl. Earth Obs. Geoinformation 2025EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•A new viewpoint selection framework for optimal reconstruction is proposed.•Quantifies scene-level uncertainty, avoiding the need to remodel NeRF.•Introduces a batch view strategy, completing view selection in a single round.•Some related resources, including datasets and codes, are provided.