Automatic characterization of rock mass discontinuities using 3D point clouds

2019/05/07 by Xiaojun Li, Ziyang Chen, Jianqin Chen +1 · 6 citations
Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Infrastructure Maintenance and Monitoring #Tunneling and Rock Mechanics

paper · doi:10.1016/j.enggeo.2019.05.008

Citations

• Automated method for extracting and analysing the rock discontinuities from point clouds based on digital surface model of rock mass
• Automated measurements of discontinuity geometric properties from a 3D-point cloud based on a modified region growing algorithm

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• Rock Discontinuities Identification from 3D Point Clouds Using Artificial Neural Network
• Digital automatic measurement method for geological information of rock mass structure. [europepmc]
• Progressive failure mechanism and stability assessment of high-steep dangerous rock mass: A case study of Heicao dangerous rock mass. [europepmc]
• MC-H-Geo: A Multi-Scale Contextual Hierarchical Framework for Fine-Grained Lithology Classification. [europepmc]
• A robust deep learning approach for rock discontinuity identification from large scale 3D point clouds. [europepmc]