A review of laser scanning for geological and geotechnical applications in underground mining

11/21/2022
by   Sarvesh Kumar Singh, et al.
0

Laser scanning can provide timely assessments of mine sites despite adverse challenges in the operational environment. Although there are several published articles on laser scanning, there is a need to review them in the context of underground mining applications. To this end, a holistic review of laser scanning is presented including progress in 3D scanning systems, data capture/processing techniques and primary applications in underground mines. Laser scanning technology has advanced significantly in terms of mobility and mapping, but there are constraints in coherent and consistent data collection at certain mines due to feature deficiency, dynamics, and environmental influences such as dust and water. Studies suggest that laser scanning has matured over the years for change detection, clearance measurements and structure mapping applications. However, there is scope for improvements in lithology identification, surface parameter measurements, logistic tracking and autonomous navigation. Laser scanning has the potential to provide real-time solutions but the lack of infrastructure in underground mines for data transfer, geodetic networking and processing capacity remain limiting factors. Nevertheless, laser scanners are becoming an integral part of mine automation thanks to their affordability, accuracy and mobility, which should support their widespread usage in years to come.

READ FULL TEXT

page 4

page 7

page 13

page 22

page 24

page 28

page 30

research
08/02/2022

Non-Line-of-Sight Tracking and Mapping with an Active Corner Camera

The ability to form non-line-of-sight (NLOS) images of changing scenes c...
research
01/12/2023

Deformation measurement of a soil mixing retaining wall using terrestrial laser scanning

Retaining walls are often built to prevent excessive lateral movements o...
research
01/24/2018

3D Scanning: A Comprehensive Survey

This paper provides an overview of 3D scanning methodologies and technol...
research
02/09/2019

Challenges in Partially-Automated Roadway Feature Mapping Using Mobile Laser Scanning and Vehicle Trajectory Data

Connected vehicle and driver's assistance applications are greatly facil...
research
04/24/2020

Optic disc and fovea localisation in ultra-widefield scanning laser ophthalmoscope images captured in multiple modalities

We propose a convolutional neural network for localising the centres of ...
research
11/21/2017

Towards a Magnetically Actuated Laser Scanner for Endoscopic Microsurgeries

This article presents the design and assembly of a novel magnetically ac...
research
04/12/2021

Blazer: Laser Scanning Simulation using Physically Based Rendering

Line laser scanners are a sub-type of structured light 3D scanners that ...

Please sign up or login with your details

Forgot password? Click here to reset