2 papers
cs.CV2026
VCAR: Training-Free 3DGS Segmentation via View Completeness and Axis-Aware Boundary Refinement
Kun Cao, Di Wang, Haibin Zhu +4
Semantic segmentation in 3D Gaussian Splatting (3DGS) is crucial for advancing 3D scene understanding. Existing methods predominantly rely on feature distillation, which incurs sub…
cs.CV2025
Robust and Efficient 3D Gaussian Splatting for Urban Scene Reconstruction
Zhensheng Yuan, Haozhi Huang, Zhen Xiong +2
We present a framework that enables fast reconstruction and real-time rendering of urban-scale scenes while maintaining robustness against appearance variations across multi-view c…