Rock Discontinuities Identification from 3D Point Clouds Using Artificial Neural Network

2022/01/31 by Yunfeng Ge, Bei Cao, Huiming Tang
Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Rock Mechanics and Modeling #Tunneling and Rock Mechanics

paper · doi:10.1007/s00603-021-02748-w

openalex publication_date 2022/01/31 · openalex created_date 2025/10/10 · openalex updated_date 2026/08/01

Citations

• Surveying and modeling of rock discontinuities by terrestrial laser scanning and photogrammetry: Semi-automatic approaches for linear outcrop inspection
• Close-range terrestrial digital photogrammetry and terrestrial laser scanning for discontinuity characterization on rock cuts
• A multi‐scale plane‐detection method based on the Hough transform and region growing
• Automated measurements of discontinuity geometric properties from a 3D-point cloud based on a modified region growing algorithm
• Automatic characterization of rock mass discontinuities using 3D point clouds