Opacity-Gradient Driven Density Control for Compact and Efficient Few-Shot 3D Gaussian Splatting

Abdelrhman Elrawy, Emad A. Mohammed

3D Gaussian Splatting (3DGS) struggles in few-shot scenarios, where its standard adaptive density control (ADC) can lead to overfitting and bloated reconstructions. While state-of-…