[HTML][HTML] A state-of-the-art review of automated extraction of rock mass discontinuity characteristics using three-dimensional surface models
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 …
extraction of rock mass discontinuity characteristics from three-dimensional (3D) models …
Close-range terrestrial digital photogrammetry and terrestrial laser scanning for discontinuity characterization on rock cuts
M Sturzenegger, D Stead - Engineering Geology, 2009 - Elsevier
This paper reviews the application of close-range terrestrial digital photogrammetry and
terrestrial laser scanning for discontinuity characterization on rock cuts. Terrestrial remote …
terrestrial laser scanning for discontinuity characterization on rock cuts. Terrestrial remote …
[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 …
Automated extraction and evaluation of fracture trace maps from rock tunnel face images via deep learning
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 …
fracture trace quantification. It is integrated using a CNN-based model named FraSegNet, a …
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) …
Terrestrial laser scanning of rock slope instabilities
This manuscript presents a review on the application of a remote sensing technique
(terrestrial laser scanning, TLS) to a well‐known topic (rock slope characterization and …
(terrestrial laser scanning, TLS) to a well‐known topic (rock slope characterization and …
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 …
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 …
data with high resolution, in particular digital photogrammetry, light detection and ranging …
Discontinuity spacing analysis in rock masses using 3D point clouds
The complete characterization of rock masses implies the acquisition of information of both,
the materials which compose the rock mass and the discontinuities which divide the outcrop …
the materials which compose the rock mass and the discontinuities which divide the outcrop …
Characterization and monitoring of the Åknes rockslide using terrestrial laser scanning
T Oppikofer, M Jaboyedoff, L Blikra… - … Hazards and Earth …, 2009 - nhess.copernicus.org
Terrestrial laser scanning (TLS) provides high-resolution point clouds of the topography and
new TLS instruments with ranges exceeding 300 m or even 1000 m are powerful tools for …
new TLS instruments with ranges exceeding 300 m or even 1000 m are powerful tools for …