State-of-the-art on research and applications of machine learning in the building life cycle

T Hong, Z Wang, X Luo, W Zhang - Energy and Buildings, 2020 - Elsevier
Fueled by big data, powerful and affordable computing resources, and advanced algorithms,
machine learning has been explored and applied to buildings research for the past decades …

Digital skin of the construction site: Smart sensor technologies towards the future smart construction site

R Edirisinghe - Engineering, Construction and Architectural …, 2019 - emerald.com
Purpose The future construction site will be pervasive, context aware and embedded with
intelligence. The purpose of this paper is to explore and define the concept of the digital skin …

SLAM-driven robotic map** and registration of 3D point clouds

P Kim, J Chen, YK Cho - Automation in Construction, 2018 - Elsevier
With the rapid advancement of laser scanning and photogrammetry technologies, frequent
geometric data collection at construction sites by contractors has been increased for the …

Vision-based material recognition for automated monitoring of construction progress and generating building information modeling from unordered site image …

A Dimitrov, M Golparvar-Fard - Advanced Engineering Informatics, 2014 - Elsevier
Automatically monitoring construction progress or generating Building Information Models
using site images collections–beyond point cloud data–requires semantic information such …

Self-supervised material and texture representation learning for remote sensing tasks

P Akiva, M Purri, M Leotta - … of the IEEE/CVF Conference on …, 2022 - openaccess.thecvf.com
Self-supervised learning aims to learn image feature representations without the usage of
manually annotated labels. It is often used as a precursor step to obtain useful initial network …

[PDF][PDF] D4AR–a 4-dimensional augmented reality model for automating construction progress monitoring data collection, processing and communication

M Golparvar-Fard, F Peña-Mora, S Savarese - J. Inf. Technol. Constr, 2009 - Citeseer
Early detection of actual or potential schedule delay in field construction activities is vital to
project management. This entails project managers to design, implement, and maintain a …

Status quo and open challenges in vision-based sensing and tracking of temporary resources on infrastructure construction sites

J Teizer - Advanced Engineering Informatics, 2015 - Elsevier
Modern construction projects require sufficient planning and management of resources to
become successful. Core issues are tasks that deal with maintaining the schedule, such as …

Imaged-based verification of as-built documentation of operational buildings

L Klein, N Li, B Becerik-Gerber - Automation in construction, 2012 - Elsevier
As-built models and drawings are essential documents used during the operations and
maintenance (O&M) of buildings for a variety of purposes including the management of …

Performance evaluation of ultra wideband technology for construction resource location tracking in harsh environments

T Cheng, M Venugopal, J Teizer, PA Vela - Automation in Construction, 2011 - Elsevier
Emerging wireless remote sensing technologies offer significant potential to advance the
management of construction processes by providing real-time access to the locations of …

Automated object identification using optical video cameras on construction sites

S Chi, CH Caldas - Computer‐Aided Civil and Infrastructure …, 2011 - Wiley Online Library
Visual recording devices such as video cameras, CCTVs, or webcams have been broadly
used to facilitate work progress or safety monitoring on construction sites. Without human …