[HTML][HTML] Application of terrestrial laser scanning (TLS) in the architecture, engineering and construction (AEC) industry

C Wu, Y Yuan, Y Tang, B Tian - Sensors, 2021 - mdpi.com
As a revolutionary technology, terrestrial laser scanning (TLS) is attracting increasing
interest in the fields of architecture, engineering and construction (AEC), with outstanding …

[HTML][HTML] A review of laser scanning for geological and geotechnical applications in underground mining

SK Singh, BP Banerjee, S Raval - International Journal of Mining Science …, 2023 - Elsevier
Laser scanning can provide timely assessments of mine sites despite adverse challenges in
the operational environment. Although there are several published articles on laser …

[HTML][HTML] Machine learning-based classification of rock discontinuity trace: SMOTE oversampling integrated with GBT ensemble learning

J Chen, H Huang, AG Cohn, D Zhang… - International Journal of …, 2022 - Elsevier
This paper presents a hybrid ensemble classifier combined synthetic minority oversampling
technique (SMOTE), random search (RS) hyper-parameters optimization algorithm and …

Automated extraction and evaluation of fracture trace maps from rock tunnel face images via deep learning

J Chen, M Zhou, H Huang, D Zhang, Z Peng - International Journal of Rock …, 2021 - Elsevier
This paper proposes an image-based method for automated rock fracture segmentation and
fracture trace quantification. It is integrated using a CNN-based model named FraSegNet, a …

[HTML][HTML] A state-of-the-art review of automated extraction of rock mass discontinuity characteristics using three-dimensional surface models

R Battulwar, M Zare-Naghadehi, E Emami… - Journal of Rock …, 2021 - Elsevier
In the last two decades, significant research has been conducted in the field of automated
extraction of rock mass discontinuity characteristics from three-dimensional (3D) models …

Development and application of UAV-SfM photogrammetry for quantitative characterization of rock mass discontinuities

D Kong, C Saroglou, F Wu, P Sha, B Li - International Journal of Rock …, 2021 - Elsevier
Remote sensing techniques (eg, terrestrial laser scanning and digital photogrammetry) have
been developed and applied rapidly in recent years for identification and analysis of rock …

Automatic identification and characterization of discontinuities in rock masses from 3D point clouds

D Kong, F Wu, C Saroglou - Engineering Geology, 2020 - Elsevier
The routine application of remote surveying techniques which can quickly acquire 3D digital
data with high resolution, in particular digital photogrammetry, light detection and ranging …

[HTML][HTML] Advances in intellectualization of transportation infrastructures

YL Du, TH Yi, XJ Li, XL Rong, LJ Dong, DW Wang… - Engineering, 2023 - Elsevier
Inspired by state-of-the-art material science, computer techniques, artificial intelligence, and
automatic control, new-generation transportation infrastructures are becoming digitalized …

Automatic characterization of rock mass discontinuities using 3D point clouds

X Li, Z Chen, J Chen, H Zhu - Engineering Geology, 2019 - Elsevier
Direct contact measurements for rock mass discontinuities are generally difficult to perform,
time consuming, biased, and often dangerous. This paper presents an automatic …

[HTML][HTML] 3D model generated from UAV photogrammetry and semi-automated rock mass characterization

MJ Herrero, AP Pérez-Fortes, JI Escavy… - Computers & …, 2022 - Elsevier
This work develops a rock mass characterization of a limestone quarry in northern Spain
based on a 3D model obtained by using photographs taken from an unmanned aerial …