A 3DGS variant that adds MLP initialization, normal alignment, and region-aware density control reports consistent but modest quality gains over vanilla 3DGS on three standard benchmarks.
3D Gaussian Splatting (3DGS) [1]has emerged as a cutting-edge approach for capturing and render- ing 3D scenes from novel perspectives
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
GDGS: 3D Gaussian Splatting Via Geometry-Guided Initialization And Dynamic Density Control
A 3DGS variant that adds MLP initialization, normal alignment, and region-aware density control reports consistent but modest quality gains over vanilla 3DGS on three standard benchmarks.