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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Ngā kaituhi matua:	You Li, Rui Li, Ziwei Li, Renzhong Guo, Shengjun Tang
Hōputu:	Artigo
Reo:	Inglês
I whakaputaina:	Elsevier 2025-02-01
Rangatū:	International Journal of Applied Earth Observations and Geoinformation
Ngā marau:	3D reconstruction NeRF Uncertainty View selection UAV data
Urunga tuihono:	http://www.sciencedirect.com/science/article/pii/S1569843224006642
Ngā Tūtohu:	Tāpirihia he Tūtohu Kāore He Tūtohu, Me noho koe te mea tuatahi ki te tūtohu i tēnei pūkete!