From 3D point clouds to HBIM: application of artificial intelligence in cultural heritage
Interest in semantic segmentation of 3D point clouds using ML and DL has grown due to
their key role in scene insight across a wide range of computer vision, robotics and remote …
their key role in scene insight across a wide range of computer vision, robotics and remote …
Deep learning applications for point clouds in the construction industry
Deep learning (DL) on point clouds holds significant potential in the construction industry,
yet no comprehensive review has thoroughly summarized its applications and shortcomings …
yet no comprehensive review has thoroughly summarized its applications and shortcomings …
[HTML][HTML] Modeling of 3D geometry uncertainty in scan-to-BIM automatic indoor reconstruction
The rapidly expanding field of Scan-to-BIM applications highlights the importance of model
uncertainty assessment in describing the quality of modeling results. Although there have …
uncertainty assessment in describing the quality of modeling results. Although there have …
[HTML][HTML] A New Framework for Generating Indoor 3D Digital Models from Point Clouds
X Gao, R Yang, X Chen, J Tan, Y Liu, Z Wang, J Tan… - Remote Sensing, 2024 - mdpi.com
Three-dimensional indoor models have wide applications in fields such as indoor
navigation, civil engineering, virtual reality, and so on. With the development of LiDAR …
navigation, civil engineering, virtual reality, and so on. With the development of LiDAR …
CBR-RBR fusion based parametric rapid construction method of bridge BIM model
The development of BIM (Building Information Modeling) parametric modeling technology
has improved the reusability and modeling efficiency of building information models. Aiming …
has improved the reusability and modeling efficiency of building information models. Aiming …
[HTML][HTML] Generation of LOD4 models for buildings towards the automated 3D modeling of BIMs and digital twins
An image-based methodology is presented for the automatic generation of geometric
building models at LOD4, incorporating both interior and exterior geometrical information …
building models at LOD4, incorporating both interior and exterior geometrical information …