What Builds the Scene? Luminance Dominates Geometry Formation in 3D Gaussian Splatting

arXiv:2610.00749 · cs.CV, cs.GR · Submitted 2026-09-30 · Read on arXiv

cs.CV, cs.GR

Submitted: 2026-09-30

Updated: 2026-09-30

Terminology

Gaussian Splatting — 20× in this paper · explained in 4 episodes
Benchmark — 19× in this paper · explained in 2 episodes
3D Gaussian Splatting — 16× in this paper · explained in 2 episodes
Pruning — 12× in this paper · explained in 4 episodes
Regularization — 6× in this paper · explained in 3 episodes
Conference on Computer Vision and Pattern Recognition — 5× in this paper
Quantization — 4× in this paper · explained in 12 episodes
3D Gaussian Splatting (3DGS) — 2× in this paper · explained in 4 episodes
Calibration — 2× in this paper · explained in 7 episodes
Consistency — 2× in this paper · explained in 3 episodes
Distillation — 2× in this paper · explained in 2 episodes
Knowledge Distillation — 2× in this paper · explained in 11 episodes
Loss Function — 2× in this paper · explained in 2 episodes
Accuracy — 1× in this paper · explained in 1 episode
Adam — 1× in this paper · explained in 2 episodes
Benchmarking — 1× in this paper · explained in 3 episodes
Redundancy — 1× in this paper · explained in 2 episodes
Robustness — 1× in this paper · explained in 5 episodes
Wavelet Transform — 1× in this paper · explained in 2 episodes

Sources

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