Generalizable Neural Reconstruction of High-Fidelity Surfaces via Sparse Volumetric Representations

arXiv:2507.05952 · cs.CV · Submitted 2025-07-08 · Read on arXiv

cs.CV

Submitted: 2025-07-08

Updated: 2026-09-16

Terminology

Multi-view Stereo — 16× in this paper
Generalization — 11× in this paper · explained in 13 episodes
Fidelity — 10× in this paper · explained in 2 episodes
Gaussian Splatting — 10× in this paper · explained in 4 episodes
Aggregation — 8× in this paper · explained in 1 episode
Consistency — 8× in this paper · explained in 3 episodes
Transformer — 7× in this paper · explained in 2 episodes
Sparsity — 6× in this paper · explained in 4 episodes
AUC — 4× in this paper · explained in 2 episodes
Accuracy — 4× in this paper · explained in 1 episode
Area Under the Curve — 3× in this paper
Feature Pyramid Network — 3× in this paper
3D Gaussian Splatting — 2× in this paper · explained in 2 episodes
Adam — 2× in this paper · explained in 2 episodes
Point Clouds — 2× in this paper · explained in 2 episodes
Two-Stage Architecture — 2× in this paper · explained in 2 episodes
alpha — 2× in this paper · explained in 1 episode
Feature Extraction — 1× in this paper · explained in 2 episodes
Generalizability — 1× in this paper · explained in 6 episodes
Loss Function — 1× in this paper · explained in 2 episodes
Regularization — 1× in this paper · explained in 3 episodes

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