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Keywords: point cloud data
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Proceedings Papers

Paper presented at the 57th U.S. Rock Mechanics/Geomechanics Symposium, June 25–28, 2023
Paper Number: ARMA-2023-0889
... geologist deep learning asia government artificial intelligence discontinuity geology neural network machine learning rock discontinuity trace discontinuity orientation south korea government discontinuity trace mapping rock mass rock surface point cloud data deep learning model information...
Proceedings Papers

Paper presented at the 57th U.S. Rock Mechanics/Geomechanics Symposium, June 25–28, 2023
Paper Number: ARMA-2023-0913
... information point cloud data application rock fall data acquisition ARMA 23 0913 Innovative Approach for Monitoring Underground Excavations at San Xavier Underground Mine Laboratory Nilufer B. Akbulut, Angelina Anani, Leonard D. Brown, Edward C. Wellman The University of Arizona, Tucson, Arizona, USA...
Proceedings Papers

Paper presented at the 52nd U.S. Rock Mechanics/Geomechanics Symposium, June 17–20, 2018
Paper Number: ARMA-2018-284
... geological scene including point clouds data to characterize the geometric features of engineering geological scene and image data to characterize the visual features of engineering geological scene. A double-nested Mean-shift clustering and a region growing are carried out to extract discontinuities...
Proceedings Papers

Paper presented at the 47th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2013
Paper Number: ARMA-2013-663
... borehole imaging orientation data bench face wellbore seismic knowledge management production monitoring mapping Upstream Oil & Gas discontinuity software point cloud data LiDAR rock mass case study scanner stereonet plot fracture cell mapping obi lidar scanner image log ARMA 13...
Proceedings Papers

Paper presented at the 45th U.S. Rock Mechanics / Geomechanics Symposium, June 26–29, 2011
Paper Number: ARMA-11-367
... on well established analytical tools as described by Hoek and Bray [6]. machine learning optical image facet Upstream Oil & Gas fracture trace Reservoir Characterization Artificial Intelligence point cloud data proceedings rock mass orientation Discontinuity orientation rock cut...
Proceedings Papers

Paper presented at the 43rd U.S. Rock Mechanics Symposium & 4th U.S. - Canada Rock Mechanics Symposium, June 28–July 1, 2009
Paper Number: ARMA-09-123
... Abstract This paper presents a new method for analyzing point cloud data of rock surfaces obtained using a ground based LiDaR system. The method allows the user to specify a reference plane and a grid of cylinders used to sample the point cloud. Output from the program includes orientation...
Proceedings Papers

Paper presented at the The 42nd U.S. Rock Mechanics Symposium (USRMS), June 29–July 2, 2008
Paper Number: ARMA-08-187
... triangulation information rock slope classification slope surface point cloud data characterization machine learning survey result interface direct survey discontinuity tunnel wall Artificial Intelligence extraction interface discontinuity survey data processing interface Laser...
Proceedings Papers

Paper presented at the The 42nd U.S. Rock Mechanics Symposium (USRMS), June 29–July 2, 2008
Paper Number: ARMA-08-249
... metals & mining Upstream Oil & Gas rock face image resolution Artificial Intelligence point cloud data application knowledge management orientation mesh element triangulation-based laser imaging ROCK mass CHARACTERIZATION laser imaging American Rock mechanics Association...
Proceedings Papers

Paper presented at the Alaska Rocks 2005, The 40th U.S. Symposium on Rock Mechanics (USRMS), June 25–29, 2005
Paper Number: ARMA-05-807
... ImageStation can help develop complex surface models with automated point cloud generation. PM alone does not have the capability to automatically generate the point cloud data. However, to do this, the site must also be shot in stereo and the camera positions and orientations (stations) must be calculated...

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