Quantitative effects of artificial lighting parameters on rock discontinuity detection using structure-from-motion photogrammetry in tunnel environments

This study quantitatively investigates how artificial lighting and image acquisition parameters control the reliability of Structure-from-Motion (SfM)-based rock discontinuity detection in tunnel environments. Controlled experiments were conducted using 3D-printed rock plane replicas with known CAD-designed geometry and independently orientations. A comprehensive lighting matrix (4500–6500 K; 100–2000 lx) and acquisition design were evaluated using tie-point stability, point-cloud density, spatial resolution, and orientation accuracy. Lighting distance strongly influenced reconstruction quality. Short lighting distances caused severe non-uniformity and hotspotting, with lux ranges exceeding 15,000 lx and uniformity values below 0.2. In contrast, the most uniform conditions within the tested range occurred at 7–8 m, where uniformity exceeded 0.90 and CCT deviation remained below 0.1%. Capture distance was the main factor governing reconstruction performance. Increasing the camera distance from 1.0 m to 2.0 m reduced tie-point counts by 49.6–64.9% (mean 56.6%) and point-cloud density by 65.7–78.3% (mean 75.4%), while mean pixel size increased from 0.247 to 0.468 mm/pix, indicating degraded spatial resolution. Nadir imaging produced 25–35% higher point-cloud density than oblique capture, whereas combined capture improved reconstruction completeness in occluded regions. The most stable results were achieved using a 1.0 m capture distance, 7–8 m lighting distance, 5500 K CCT, and 1000 lx illuminance. The findings establish quantitative, laboratory-derived and preliminarily field-validated operating recommendations that extend conventional tunnel lighting standards toward reliable digital rock mass characterization. The findings establish quantitative, laboratory-derived operating recommendations, with the recommended configuration preliminarily field-tested on one natural granite surface under controlled night-time, low-ambient-light conditions.

Authors

Institutions

Publication Details

Journal
International Journal of Rock Mechanics and Mining Sciences
Published
2026-09-11
DOI
https://doi.org/10.1016/j.ijrmms.2026.106713
Primary Topic
3D Surveying and Cultural Heritage
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

Quantitative effects of artificial lighting parameters on rock discontinuity detection using structure-from-motion photogrammetry in tunnel environments

Mohd Ashraf Mohamad Ismail, Nirandoal Cheng, Fatin Nadhirah AhmadPauzi, Hayato Tobe et al.
International Journal of Rock Mechanics and Mining Sciences
3D Surveying and Cultural Heritage
article

Quantitative effects of artificial lighting parameters on rock discontinuity detection using structure-from-motion photogrammetry in tunnel environments

Mohd Ashraf Mohamad Ismail, Nirandoal Cheng, Fatin Nadhirah AhmadPauzi, Hayato Tobe, Yasuhiro Yokota
article en

Abstract

This study quantitatively investigates how artificial lighting and image acquisition parameters control the reliability of Structure-from-Motion (SfM)-based rock discontinuity detection in tunnel environments. Controlled experiments were conducted using 3D-printed rock plane replicas with known CAD-designed geometry and independently orientations. A comprehensive lighting matrix (4500–6500 K; 100–2000 lx) and acquisition design were evaluated using tie-point stability, point-cloud density, spatial resolution, and orientation accuracy. Lighting distance strongly influenced reconstruction quality. Short lighting distances caused severe non-uniformity and hotspotting, with lux ranges exceeding 15,000 lx and uniformity values below 0.2. In contrast, the most uniform conditions within the tested range occurred at 7–8 m, where uniformity exceeded 0.90 and CCT deviation remained below 0.1%. Capture distance was the main factor governing reconstruction performance. Increasing the camera distance from 1.0 m to 2.0 m reduced tie-point counts by 49.6–64.9% (mean 56.6%) and point-cloud density by 65.7–78.3% (mean 75.4%), while mean pixel size increased from 0.247 to 0.468 mm/pix, indicating degraded spatial resolution. Nadir imaging produced 25–35% higher point-cloud density than oblique capture, whereas combined capture improved reconstruction completeness in occluded regions. The most stable results were achieved using a 1.0 m capture distance, 7–8 m lighting distance, 5500 K CCT, and 1000 lx illuminance. The findings establish quantitative, laboratory-derived and preliminarily field-validated operating recommendations that extend conventional tunnel lighting standards toward reliable digital rock mass characterization. The findings establish quantitative, laboratory-derived operating recommendations, with the recommended configuration preliminarily field-tested on one natural granite surface under controlled night-time, low-ambient-light conditions.

International Journal of Rock Mechanics and Mining SciencesVol. 208
Universiti Sains Malaysia (MY)
Ministry of Higher Education, Malaysia
Sustainable cities and communities
Openalex Percentile: Top 8%
3D Surveying and Cultural Heritage
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.