A neural surface reconstruction method that applies multi-view feature consistency along the whole ray and an uncertainty-gated depth prior to improve sparse-view 3D reconstruction quality.
Depth-supervised NeRF: Fewer views and faster training for free
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
SparseRecon: Neural Implicit Surface Reconstruction from Sparse Views with Feature and Depth Consistencies
A neural surface reconstruction method that applies multi-view feature consistency along the whole ray and an uncertainty-gated depth prior to improve sparse-view 3D reconstruction quality.