3D Scene Understanding for Highway Tunnel Construction: Challenges and Baseline Analysis

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1Tunnel scanner: Geometry-informed synthetic point cloud generation and transfer learning for tunnel segmentation2026 · 2 citations
2. 2Semantic segmentation of large-scale segmental lining point clouds using 3D deep learning2024 · 2 citations
3. 3Construction Scene Segmentation Using 3D Point Clouds: A Dataset and Challenges2024
4. 4Attention-Guided Semantic Segmentation and Scan-to-Model Geometric Reconstruction of Underground Tunnels from Mobile Laser Scanning2026
5. 5Parallel Dual-Level Attention-Enhanced Semantic Segmentation of 3D Point Clouds in Tunnel Construction2026