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.
MVSplat: Efficient 3D gaussian splatting from sparse multi-view images
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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.