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SatGeo-NeRF: Geometrically Regularized NeRF for Satellite Imagery

We present <em>SatGeo-NeRF</em>, a geometrically regularized <em>NeRF</em> for satellite imagery that mitigates overfitting-induced geometric artifacts observed in current state-of-the-art models using three model-agnostic regularizers. <em>Gravity-Aligned Planarity Regularization</em> aligns depth-...

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I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: V. Wagner, S. Bullinger, M. Arens, R. Stiefelhagen
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Copernicus Publications 2026-07-01
Rangatū:ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
Urunga tuihono:https://isprs-annals.copernicus.org/articles/XI-2-2026/367/2026/isprs-annals-XI-2-2026-367-2026.pdf
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