3D point cloud data processing with machine learning for construction and infrastructure applications: A comprehensive review
Point clouds are increasingly being used to improve productivity, quality, and safety
throughout the life cycle of construction and infrastructure projects. While applicable for …
throughout the life cycle of construction and infrastructure projects. While applicable for …
LiDAR Point Clouds to 3-D Urban Models A Review
R Wang, J Peethambaran… - IEEE Journal of Selected …, 2018 - ieeexplore.ieee.org
Three-dimensional (3-D) urban models are an integral part of numerous applications, such
as urban planning and performance simulation, mapping and visualization, emergency …
as urban planning and performance simulation, mapping and visualization, emergency …
[HTML][HTML] High resolution global spatiotemporal assessment of rooftop solar photovoltaics potential for renewable electricity generation
Rooftop solar photovoltaics currently account for 40% of the global solar photovoltaics
installed capacity and one-fourth of the total renewable capacity additions in 2018. Yet, only …
installed capacity and one-fourth of the total renewable capacity additions in 2018. Yet, only …
A deep learning method for building height estimation using high-resolution multi-view imagery over urban areas: A case study of 42 Chinese cities
Abstract Knowledge of building height is critical for understanding the urban development
process. High-resolution optical satellite images can provide fine spatial details within urban …
process. High-resolution optical satellite images can provide fine spatial details within urban …
An improved LOD specification for 3D building models
The level of detail (LOD) concept of the OGC standard CityGML 2.0 is intended to
differentiate multi-scale representations of semantic 3D city models. The concept is in …
differentiate multi-scale representations of semantic 3D city models. The concept is in …
Automatic reconstruction of as-built building information models from laser-scanned point clouds: A review of related techniques
Building information models (BIMs) are maturing as a new paradigm for storing and
exchanging knowledge about a facility. BIMs constructed from a CAD model do not …
exchanging knowledge about a facility. BIMs constructed from a CAD model do not …
[HTML][HTML] State of research in automatic as-built modelling
Abstract Building Information Models (BIMs) are becoming the official standard in the
construction industry for encoding, reusing, and exchanging information about structural …
construction industry for encoding, reusing, and exchanging information about structural …
Point2Roof: End-to-end 3D building roof modeling from airborne LiDAR point clouds
Abstract Three-dimensional (3D) building roof reconstruction from airborne LiDAR point
clouds is an important task in photogrammetry and computer vision. To automatically …
clouds is an important task in photogrammetry and computer vision. To automatically …
Semi-automated generation of parametric BIM for steel structures based on terrestrial laser scanning data
As-built building information models (BIMs) are increasingly needed for construction project
handover and facility management. To create as-built BIMs, laser scanning technology has …
handover and facility management. To create as-built BIMs, laser scanning technology has …
An update on automatic 3D building reconstruction
N Haala, M Kada - ISPRS Journal of Photogrammetry and Remote …, 2010 - Elsevier
The development of tools for the generation of 3D city models started almost two decades
ago. From the beginning, fully automatic reconstruction systems were envisioned to fulfil the …
ago. From the beginning, fully automatic reconstruction systems were envisioned to fulfil the …