[HTML][HTML] Machine learning-based classification of rock discontinuity trace: SMOTE oversampling integrated with GBT ensemble learning
This paper presents a hybrid ensemble classifier combined synthetic minority oversampling
technique (SMOTE), random search (RS) hyper-parameters optimization algorithm and …
technique (SMOTE), random search (RS) hyper-parameters optimization algorithm and …
Spaceborne, UAV and ground-based remote sensing techniques for landslide mapping, monitoring and early warning
Background The current availability of advanced remote sensing technologies in the field of
landslide analysis allows for rapid and easily updatable data acquisitions, improving the …
landslide analysis allows for rapid and easily updatable data acquisitions, improving the …
A new approach for semi-automatic rock mass joints recognition from 3D point clouds
Rock mass characterization requires a deep geometric understanding of the discontinuity
sets affecting rock exposures. Recent advances in Light Detection and Ranging (LiDAR) …
sets affecting rock exposures. Recent advances in Light Detection and Ranging (LiDAR) …
Semi-automatic extraction of rock mass structural data from high resolution LIDAR point clouds
In this paper a Matlab tool called DiAna (Discontinuity Analysis), for the 2D and 3D geo-
structural analysis of rock mass discontinuities on high resolution laser scanning data is …
structural analysis of rock mass discontinuities on high resolution laser scanning data is …
A critical review of automated extraction of rock mass parameters using 3D point cloud data
This paper presents a comprehensive review aimed at gaining insights into the current state
of research on quantification technology used for acquiring three-dimensional (3D) point …
of research on quantification technology used for acquiring three-dimensional (3D) point …
A new method for automated discontinuity trace mapping on rock mass 3D surface model
This paper presents an automated discontinuity trace mapping method on a 3D surface
model of rock mass. Feature points of discontinuity traces are first detected using the Normal …
model of rock mass. Feature points of discontinuity traces are first detected using the Normal …
A new method for automatic discontinuity traces sampling on rock mass 3D model
A new automatic method for discontinuity traces mapping and sampling on a rock mass
digital model is described in this work. The implemented procedure allows one to …
digital model is described in this work. The implemented procedure allows one to …
Development of an elliptical fitting algorithm to improve change detection capabilities with applications for deformation monitoring in circular tunnels and shafts
G Walton, D Delaloye, MS Diederichs - Tunnelling and Underground …, 2014 - Elsevier
Terrestrial laser scanning, also known as Light Detection and Ranging (LiDAR) is an
emerging technology that has many proven uses in the geotechnical engineering …
emerging technology that has many proven uses in the geotechnical engineering …
Towards semi-automatic rock mass discontinuity orientation and set analysis from 3D point clouds
J Guo, S Liu, P Zhang, L Wu, W Zhou, Y Yu - Computers & Geosciences, 2017 - Elsevier
Obtaining accurate information on rock mass discontinuities for deformation analysis and the
evaluation of rock mass stability is important. Obtaining measurements for high and steep …
evaluation of rock mass stability is important. Obtaining measurements for high and steep …
An efficient method for extracting and clustering rock mass discontinuities from 3D point clouds
X Yi, W Feng, D Wang, R Yang, Y Hu, Y Zhou - Acta Geotechnica, 2023 - Springer
A rock mass discontinuity is a fundamental element of a rock mass structure that regulates its
mechanical and hydrogeological properties and has significant engineering implications. In …
mechanical and hydrogeological properties and has significant engineering implications. In …