Using video acquired from an unmanned aerial vehicle (UAV) to measure fracture orientation in an open-PIT mine

被引:1
|
作者
McLeod, Tara [1 ]
Samson, Claire [1 ]
Labrie, Martin [1 ]
Shehata, Kareem [1 ]
Mah, Jason [1 ]
Lai, Po [1 ]
Wang, Langyue [1 ]
Elder, James H. [1 ]
机构
[1] Department of Earth Sciences, Carleton University, Ottawa, ON, Canada
关键词
Fracture orientations - Point cloud - Quad rotors - Structure from motion - Threedimensional (3-d) - Urban scenes - Vertical take-off and landings - Video image;
D O I
10.5623/cig2013-036
中图分类号
学科分类号
摘要
This project explored the feasibility of using video images acquired with an unmanned aerial vehicle (UAV) to obtain three-dimensional (3D) point clouds using structure from motion (SfM) software. Missions were flown using an Aeryon Scout: a lightweight, vertical take-off and landing quadrotor micro UAV with a miniature video camera. The initial mission captured urban scene images that were used to assess system performance while the main mission focused on rock walls where 3D images were used to successfully measure fracture orientations. Point clouds generated from this combination of technologies were sparse, but in the future, improvements in the resolution of original video images would cascade through the processing and improve the overall results. Such a system could have a multitude of applications in the mining industry, contributing to both safety and financial considerations.
引用
收藏
页码:173 / 180
相关论文
共 50 条
  • [21] Continuous Monitoring and Improvement of the Blasting Process in Open Pit Mines Using Unmanned Aerial Vehicle Techniques
    Bamford, Thomas
    Medinac, Filip
    Esmaeili, Kamran
    REMOTE SENSING, 2020, 12 (17) : 1 - 34
  • [22] INVESTIGATION OF AERIAL DISPERSION OF RADIOACTIVE DUST FROM AN OPEN-PIT URANIUM-MINE BY PASSIVE VINYL COLLECTORS
    PETTERSSON, HBL
    KOPERSKI, J
    HEALTH PHYSICS, 1991, 60 (05): : 681 - 690
  • [23] Estimating leaf carotenoid content in vineyards using high resolution hyperspectral imagery acquired from an unmanned aerial vehicle (UAV)
    Zarco-Tejada, P. J.
    Guillen-Climent, M. L.
    Hernandez-Clemente, R.
    Catalina, A.
    Gonzalez, M. R.
    Martin, P.
    AGRICULTURAL AND FOREST METEOROLOGY, 2013, 171 : 281 - 294
  • [24] Implementation of AI on Image Processing for Stormwater Control Measures Using Unmanned Aerial Vehicle (UAV)-Acquired Imagery
    Brown, Kayla
    Yang, Yulai
    Kang, Dong Hee
    WORLD ENVIRONMENTAL AND WATER RESOURCES CONGRESS 2024: CLIMATE CHANGE IMPACTS ON THE WORLD WE LIVE IN, 2024, : 320 - 326
  • [25] Species classification using Unmanned Aerial Vehicle (UAV)-acquired high spatial resolution imagery in a heterogeneous grassland
    Lu, Bing
    He, Yuhong
    ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2017, 128 : 73 - 85
  • [26] Road Extraction From Point Clouds of Open-Pit Mine Using LPFE-Net
    Xiao, Dong
    Yan, Zelin
    Li, Jian
    Gu, Zhengmin
    Fu, Yanhua
    Yin, Lingyu
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2023, 20
  • [27] Heritage Preservation using Aerial Imagery from light weight low cost Unmanned Aerial Vehicle (UAV)
    Tariq, Abdullah
    Osama, S. M.
    Gillani, A.
    Qureshi, Hassaan Khaliq
    Haneef, Ibraheem
    2017 INTERNATIONAL CONFERENCE ON COMMUNICATION TECHNOLOGIES (COMTECH), 2017, : 201 - 205
  • [28] Mapping Landslide Potential Area using Fault Fracture Density Analysis on Unmanned Aerial Vehicle (UAV) Image
    Ardi, N. D.
    Iryanti, M.
    Asmoro, C. P.
    Nurhayati, N.
    Agustine, E.
    1ST UPI INTERNATIONAL GEOGRAPHY SEMINAR 2017, 2018, 145
  • [29] A Review of Orebody Knowledge Enhancement Using Machine Learning on Open-Pit Mine Measure-While-Drilling Data
    Goldstein, Daniel M.
    Aldrich, Chris
    O'Connor, Louisa
    MACHINE LEARNING AND KNOWLEDGE EXTRACTION, 2024, 6 (02): : 1343 - 1360
  • [30] Locating emergent trees in a tropical rainforest using data from an Unmanned Aerial Vehicle (UAV)
    Alexander, Cici
    Korstjens, Amanda H.
    Hankinson, Emma
    Usher, Graham
    Harrison, Nathan
    Nowak, Matthew G.
    Abdullah, Abdullah
    Wich, Serge A.
    Hill, Ross A.
    INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2018, 72 : 86 - 90