JKSMI
Journal of the Korea Institute for
Structural Maintenance and Inspection
KSMI
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Bi-monthly
ISSN : 2234-6937 (Print)
ISSN : 2287-6979 (Online)
https://journal.cricit.kr/jksmi/
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Journal of the Korea Concrete Institute
J Korea Inst. Struct. Maint. Insp.
Indexed by
Korea Citation Index (KCI)
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2026-10
(Vol.30 No.5)
10.11112/jksmi.2026.30.5.22
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REF
References
1
Ministry of Land, Infrastructure and Transport (MOLIT) and Korea Agency for Infrastructure Technology Advancement (2024), R&D Plan for the Development of a Digital Twin-based Integrated Maintenance Platform for Railway Slopes and Retaining Walls (RS-2024-00412837), Sejong, Korea (in Korean)
2
Park, Y.-S. (2023), Status and outlook of aging road bridges, CERIK Highlight, No. 2023-03, Seoul, Korea: Construction & Economy Research Institute of Korea (CERIK) (in Korean)
3
Schönberger, J. L., Frahm, J.-M. (2016), Structure-from-motion revisited, 4104-4113.
4
Kong, D., Saroglou, C., Wu, F., Sha, P., Li, B. (2021), Development and application of UAV-SfM photogrammetry for quantitative characterization of rock mass discontinuities, International Journal of Rock Mechanics and Mining Sciences, 141
5
Hao, J., Zhang, X., Wang, C., Wang, H., Wang, H. (2023), Application of UAV digital photogrammetry in geological investigation and stability evaluation of high-steep mine rock slope, Drones, 7(3)
6
Liu, Z., Wu, W., Wang, D., Cui, B., Gu, X. (2024), Automatic extraction and 3D modeling of real road scenes using UAV imagery and deep learning semantic segmentation, International Journal of Digital Earth, 17(1)
7
Yoon, J., Kim, Y., Lee, S., Shin, M. (2024), UAV-based automated 3D modeling framework using deep learning for building energy modeling, Sustainable Cities and Society, 101
8
Heo, J.-H., Kwon, J.-H., Khudoyarov, S., Kim, N. (2022), Deep learning approach to generate 3D civil infrastructure models using drone images, Smart Structures and Systems, 30(5), 501-511.
9
Wernette, P. A. (2024), Machine learning vegetation filtering of coastal cliff and bluff point clouds, Remote Sensing, 16(12)
10
Weidner, L., Ferrier, A., van Veen, M., Lato, M. J. (2024), Rapid 3D lidar change detection for geohazard identification using GPU-based alignment and M3C2 algorithms, Canadian Geotechnical Journal, 61(5), 896-914.
11
Levenberg, E., Barisic, L. (2024), A digital twin concept for civil infrastructure, Journal of Infrastructure Systems, 30(4)
12
Piciullo, L., Abraham, M. T., Drøsdal, I. N., Paulsen, E. S. (2025), An operational IoT-based slope stability forecast using a digital twin, Environmental Modelling & Software, 183
13
Xu, J., Zhang, Y. (2025), AI-powered digital twin technology for highway system slope stability risk monitoring, Geotechnics, 5(1)
14
Liu, Y., Li, P., Feng, B., Pan, P., Wang, X., Zhao, Q. (2024), Research on digital twin technology and its application in intelligent operation and maintenance of high-speed railway infrastructure, Railway Sciences, 3(6), 746-763.
15
Wondolowski, M., Hain, A., Motaref, S., Dedinsky, K., Grilliot, M. (2025), Advancing retaining wall inspections: comparative analysis of drone-lidar and traditional TLS methods for enhanced structural assessment, Applied Sciences, 15(22)
16
Kang, I., Kim, T. (2020), Accuracy evaluation of 3D slope model produced by drone taken images, Journal of the Korean Geo-Environmental Society, 21(6), 13-17. (in Korean)
17
Kang, K.-S., Ryu, H.-G. (2023), Deep learning-based pixel-level concrete wall crack detection method, Journal of the Korea Institute of Building Construction, 23(2), 197-207. (in Korean)
18
Jeon, C.-H., Seo, D.-W., Park, S., Park, K.-T. (2024), Review of digital twin research trends for bridge maintenance, Journal of the Korean Society of Disaster and Security, 17(4), 51-62. (in Korean)
19
Yu, Y.-R., Lee, C., Kim, H.-K., Ann, H. (2025), Development of a digital twin-based smart maintenance platform for railway slopes, Journal of the Korea Institute for Structural Maintenance and Inspection, 29(6), 189-198. (in Korean)
20
Jeong, D. (2021), Technical definition of digital twin and its detailed five-level development model, OSIA Standards & Technology Review Journal, 34(1), 10-16. (in Korean)