RandLA-Net-Assisted Scan-vs-BIM Framework with Adaptive Parameter Optimization for Construction Progress Monitoring

Abstract

AbstractLabor shortages in the construction industry have limited traditional manual progress monitoring, driving the demand for automated solutions. While many automated systems leverage the scan-vs-building information modeling (BIM) method, their ...Practical ApplicationsTraditional methods of manual progress monitoring on construction sites are slow, costly, and prone to inaccuracies, leading to payment disputes and delays. This research proposes an automated framework to provide rapid, objective, ...