1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.CV2026
Industrial3D: A Water-Treatment TLS Point Cloud Dataset and Cross-Paradigm Benchmark for MEP Scene Understanding
Chao Yin, Hongzhe Yue, Qing Han +8
Automated semantic understanding of dense terrestrial laser scanning (TLS) point clouds is a prerequisite for Scan-to-BIM, digital twin maintenance, and as-built verifcation. Yet f…
cs.CV2026★ 1 cited
From Geometric Labels to Semantic Understanding of Indoor Building Components Using Multimodal Large Language Models
Shuju Jing, Chao Yin
Point cloud-based understanding has become an important enabler for facility operation and maintenance involving indoor building components. However, existing methods output only d…