Deep learning applications for point clouds in the construction industry

H Yue, Q Wang, H Zhao, N Zeng, Y Tan - Automation in Construction, 2024 - Elsevier
Deep learning (DL) on point clouds holds significant potential in the construction industry,
yet no comprehensive review has thoroughly summarized its applications and shortcomings …

An Investigation into the Digital Construction Progress Monitoring Models

SK Mazlum, B Sertyesilisik - Periodica Polytechnica Civil …, 2025 - pp5.omikk.bme.hu
Construction exhibits relatively low efficiency and a modest annual productivity growth rate
despite being one of the largest industries. As digitalizing the construction progress …

AFNet: Asymmetric fusion network for monocular panorama depth estimation

C Huang, F Shao, H Chen, B Mu, Q Jiang - Displays, 2024 - Elsevier
Panoramic depth estimation is a crucial technique in 360° perception, which has gained
great popularity in recent years due to its ability to provide complete visual coverage of the …