LiteTex-GS: Fast and Lightweight Texturing for Gaussian Splatting

TL;DR

LiteTex-GS is a fast and lightweight texturing framework for Gaussian Splatting, achieving competitive rendering quality with fewer parameters and less training time. It initializes a compact representation and progressively allocates higher resolution to primitives with significant reconstruction errors. This method addresses the challenge of balancing detailed texturing and computational agility.

Why It Matters

The proposed method has practical significance in novel view synthesis applications, enabling real-time rendering with high-frequency texture details. It reduces memory and optimization costs, making it suitable for applications with limited computational resources. This contributes to the development of more efficient and effective computer vision systems.

Key Findings

• competitive rendering quality
• reduced parameters and training time
• efficient texturing framework