Journal Papers

1) Minsung Hong, Lang Fu, Jong-Sub Lee, Taeyong Park, Hyungjoon Seo* (2026) SBAS-InSAR analysis for ground settlement in longest railway tunnel in South Korea, Tunnelling and Underground Space Technology, 170, 107408.

2) Seungwoo Park, Lang Fu, Hyungjoon Seo* (2025) Automatic damage detection in 19th–20th century heritage buildings using R-C-C fusion machine learning with 3D laser scanning, Developments in the Built Environment, 24, 100799.

3) Lang Fu, Dongku Kim, Jun-Beom An, Chulhee Lee, Donggyou Kim, Hyungjoon Seo* (2025) A Multi-Scale Remote Sensing for Monitoring of Heritage Building through Integration of Satellite SAR, Laser Scanning, and Drones, KSCE Journal of Civil Engineering, 100441.

4) N Choi, L Fu, J-S Lee, H Seo* (2025) Monitoring for Sinkholes Using WT-SBAS-InSAR Analysis, Steel and Composite Structures 56(6), 487–497.

5) L Fu, T Park, T S Yun and H Seo* Monitoring of ground settlement around air vent of subway tunnel in metropolitan city using SBAS-InSAR and wavelet transform, Steel and Composite Structures 56(5), 383-391.

6) J Son, D-J Kim, H Seo, and Y-H Byun*, (2025) Failure behavior of earth dam simulated using material point method:Effect of strength parameters, Steel and Composite Structures 56(5), 375-382.

7) HJ Cho, SB Kim, HJ Seo, YJ Lee, (2025) Prediction of Pile Settlement due to Parallel Twin Tunnel Excavation using Machine Learning, KSCE Journal of Civil Engineering, 100279.

8) B Alseid, H Seo (2025) Automated structural integrity assessment of bridges: a hybrid machine learning and feature-based framework, Journal of Civil Structural Health Monitoring, 1-25.

9) L Fu, H Seo (2025) 3D point cloud thermal expansion mapping of heritage building combined with roughness filtering system, Journal of Civil Structural Health Monitoring, 1-17.

10) B Alseid, H Seo, (2025) Comparative analysis of multi-stage filtration methods for crack detection in masonry structures, Journal of Building Engineering, 112641.

11) S Yao, R Guan, Z Peng, C Xu, Y Shi, W Ding, EG Lim, Y Yue, H Seo, K L Man, J Ma, X Zhu, Y Yue, Exploring radar data representations in autonomous driving: A comprehensive review, IEEE Transactions on Intelligent Transportation Systems, 26 (6), pp. 7401-7425.

12) H Seo, (2025) R–C–C fusion classifier for automatic damage detection of heritage building using 3D laser scanning, Journal of Civil Structural Health Monitoring 15 (3), 927-941.

13) Seo, H., Sihag, P., Fu, L., Kim, D. (2025) Novel RCC fusion machine learning method for automatic damage detection of heritage buildings using 3D point cloud data, Journal of Civil Structural Health Monitoring, 1-18.

14) Fu, L., Ahmed, Z., Kim, D., Seo, H. (2025) Monitoring dynamic behavior of bridges through wavelet transform of laser doppler vibrometer signal. Journal of Civil Structural Health Monitoring, 1-16.

15) Alseid, B., Chen, J., Huang, H., Seo, H. (2024) RCDF machine learning method to measure for geological structures in 3D point cloud of rock tunnel face. Tunnelling and Underground Space Technology 154, 106071.

16) Yao, S., Guan, R., Wu, Z., Ni, Y., Huang, Z., Liu, R. W., Yue, Y., Ding, W., Lim, E. G., Seo, H., Man, K. L., Ma, J., Zhu, X., Yue, Y., “WaterScenes: A Multi-Task 4D Radar-Camera Fusion Dataset and Benchmarks for Autonomous Driving on Water Surfaces.” IEEE Transactions on Intelligent Transportation Systems, 10.1109/TITS.2024.3415772.

17) Fu, R., Zhang, C.*, Kan, R., Liu, Y., Seo H. (2024) “Virtual reality–based simulation for assessing building fire safety design.” Simulation, 00375497231225980.

18) Alseid, B., Chen, J., Huang, H., Seo, H.* (2024) “Automatic Detection of Traces in 3D Point Clouds of Rock Tunnel Faces Using a Novel Roughness-CANUPO Method.” Journal of Civil Structural Health Monitoring, 10.1007/s13349-024-00808-7.

19) Seo, H.*, Shi, Y., Fu, L. (2024) “Automatic damage detection of pavement through DarkNet analysis of digital, infrared, and multi-spectral dynamic imaging images.”, Sensors 24 (2), 464.

20) Chen, J., Seo, H., Gao, C., Fang, Q., Zhang, D., Huang, H. (2024) A Comprehensive Method for Similarity Evaluation in Discrete Fracture Network Modeling of Jointed Rock Masses, Rock Mechanics and Rock Engineering, 1-15.

21) Alazmi, A., Seo, H. *(2023). “Thermal Displacement Mapping for Detecting Thermal Expansion of Heritage Building During Heatwave Using 3D Laser Scanning.”, Journal of Building Engineering, 100226.

22) Seo, H. *, Raut, A. D., Chen, C., Zhang, C. (2023) “Multi-Label Classification and Automatic Damage Detection of Masonry Heritage Building through CNN Analysis of Infrared Thermal Imaging.” Remote sensing, 15 (10), 2517.

23) Chen, C., Seo, H. * (2023) “Prediction of rock mass class ahead of TBM excavation face by ML and DL algorithms with Bayesian TPE optimization and SHAP feature analysis.” Acta Geotechnica, 1-24.

24) Yao, S., Guan, R., Huang, X., Li, Z., Sha, X., Yue, Y., Lim, E. G., Seo, H., Man, K. L., Zhu, X., Yue, Y. (2023) Radar-camera fusion for object detection and semantic segmentation in autonomous driving: A comprehensive review, IEEE Transactions on Intelligent Vehicles, 10.1109/TIV.2023.3307157.

25) Chandra, S., AlMansoor, K., Chen, C., Shi, Y., Seo, H. * (2022) “Deep Learning Based Infrared Thermal Image Analysis of Complex Pavement Defect Conditions Considering Seasonal Effect.” Sensors, 22 (23), 9365.

26) Chen, C., Chandra, S., Seo H. * (2022) “Automatic Pavement Defect Detection and Classification Using RGB-Thermal Images Based on Hierarchical Residual Attention Network.” Sensors 22 (15), 5781.

27) Zhao, Y., Seo, H. *, Chen, C. (2022) “Displacement Analysis of Point Cloud Removed Ground Collapse Effect in SMW by CANUPO Machine Learning Algorithm.” Journal of Civil Structural Health Monitoring, 10.1007/s13349-022-00555-7.

28) Seo, H. *, Zhao, Y., Chen, C. (2022) “Displacement Mapping of Point Clouds for Retaining Structure Considering Shape of Sheet Pile and Soil Fall Effects During Excavation.” Journal of Geotechnical and Geoenvironmental Engineering, ASCE, 148 (5), 10.1061/(ASCE)GT.1943-5606.0002800.

29) Chen, C., Chandra, S., Han, Y., Seo. H. * (2022) “Deep Learning-Based Thermal Image Analysis for Pavement Defect Detection and Classification Considering Complex Pavement Conditions.” Remote Sensing 14 (1), 106.

30) Zhao, Y., Han, Y., Chen, C., Seo, H. * (2022) “Crack Detection in Frozen Soils Using Infrared Thermographic Camera.” Sensors, 22 (3), 885.

31) Chen, C., Seo, H. *, Jun, C. H., Zhao Y. (2022) “A potential crack region method to detect crack using image processing of multiple thresholding.” Signal, Image and Video Processing, 1-9.

32) Seo, H. J. *, and Zhao, Y., Chen, C. (2021). “Displacement Estimation Error in Laser Scanning Monitoring of Retaining Structures Considering Roughness.” Sensors, 21, 2713.

33) Kim, S. Y., Na, W., Jun, C . *, Seo, H., Kim, Y. (2021) “Hydrological Performance of Green Roof Systems: A Numerical Investigation.” Frontiers in Environmental Science, 627.

34) Seo, H. * (2021). “Infrared thermography for detecting cracks in pillar models with different reinforcing systems.” Tunnelling and Underground Space Technology, 116, 104118.

35) Chen, M., Jun, C. H., Seo, H. * (2021). “Investigating Event-based Temporal Patterns of Design Rainfall in a Tropical Region.” Hydrological Sciences Journal, 66 (13), 1986-1996.

36) Chen, C., Seo, H. *, Zhao, Y. (2021). “A novel pavement transverse cracks detection model using WT-CNN and STFT-CNN for smartphone data analysis.” International Journal of Pavement Engineering, 1-13, https://doi.org/10.1080/10298436.2021.1945056

37) Zhao, Y., Seo, H. *, Chen, C. (2021) “Displacement Mapping of Point Clouds: Application of Retaining Structures Composed of Sheet Piles.” Journal of Civil Structural Health Monitoring, 1-16, https://doi.org/10.1007/s13349-021-00491-y.

38) Seo, H. * (2021). “Tilt Mapping for Zigzag-shaped Concrete Panel in Retaining Structure using Terrestrial Laser Scanning.” Journal of Civil Structural Health Monitoring, 1-15, https://doi.org/10.1007/s13349-021-00484-x.

39) Chen, C., Seo, H. *, Jun, C. H., and Zhao, Y. (2021). “Pavement Crack Detection and Classification Based on Fusion Feature of LBP and PCA with SVM.” International Journal of Pavement Engineering, https://doi.org/10.1080/10298436.2021.1888092.

40) Seo, H. * (2021). “3D Roughness Measurement of Failure Surface in CFA Pile Samples Using Three Dimensional Laser Scanning.” Applied Sciences, 11(6), https://doi.org/10.3390/app11062713.

41) Seo, H. * (2021), “Long-term Monitoring of Zigzag-shaped Concrete Panel in Retaining Structure using Laser Scanning and Analysis of Influencing Factors.” Optics and Lasers in Engineering, 139, https://doi.org/10.1016/j.optlaseng.2020.106498.

42) Seo, H. * (2020), “Monitoring of CFA Pile Test using Three Dimensional Laser Scanning and Distributed Fibre Optic Sensors” Optics and Lasers in Engineering, 130, https://doi.org/10.1016/j.optlaseng.2020.106089.

43) Seo, H., Lee, I. M., Ryu, Y. M., Jung, J. H.* (2019). “Mechanical Behavior of Hybrid Soil Nail-Anchor System.” KSCE Journal of Civil Engineering, 23, 4, 4201-4211.

44) Pelecanos L.*, Soga, K., Elshafie, M. Z. E. B., Battista, N., Kechavarzi, C., Gue, C. Y., Ouyang, Y., Seo, H. (2018). “Distributed Fibre Optic Sensing of Axially Loaded Bored Piles.” Journal of Geotechnical and Geoenvironmental Engineering, ASCE, 144, 3, 1-16.

45) Seo, H., Pelecanos L., Kwon Y.S., Lee, I. M.* (2017). “Net Load-displacement Estimation in Soil-nailing Pullout Tests.” Proceedings of the Institution of Civil Engineers: Geotechnical engineering, 170, 6, 534-547.

46) Seo, H., Choi, H., Park, J., Park, J., Lee, I. M.* (2017). “Crack Detection in Pillars Using Infrared Thermographic Imaging.” Geotechnical Testing Journal, ASTM, 40, 3, 371-380.

47) Park, J., Lee, K. H., Seo, H., Ryu, J., Lee, I. M.* (2017). “Role of Induced Electrical Polarization to Identify Soft Ground Fractured Rock Conditions.” Journal of Applied Geophysics, 137, 63-72.

48) Seo, H., Choi, H., Lee, I. M.* (2016). “Numerical and Experimental Investigation of Pillar Reinforcement with Pressurized Grouting and Pre-stress.” Tunnelling and Underground Space Technology, 54, 135-144.

49) Lee, K. H., Seo, H. J., Park, J., Park, J., Lee, I. M.* (2016). “A probabilistic assessment of ground condition prediction ahead of TBM tunnels combining each geophysical prediction method.” Journal of Korean Tunnel Underground Space Association, 18(3), 257-272.

50) Seo, H., Choi, H., Lee, K. H., Bae, G. J., Lee, I. M.* (2014) “Pillar-reinforcement technology beneath existing structures: Small-scale model tests.” KSCE Journal of Civil Engineering, 18(3), 819-826.

51) Seo, H., Lee, I. M., Lee, S. W.* (2014). “Optimization of Soil Nailing Design Considering Three Failure Modes.” KSCE Journal of Civil Engineering, 18(2), 488-496.

52) Seo, H. J., Lee, I. M.* (2014). “Shear Behavior between Ground and Soil-Nailing.” Journal of Korean Geotechnical Society, 30(3), 5-16.

53) Seo, H., Jeong, K. H., Choi, H. S., Lee, I. M.* (2012). “Pullout Resistance Increase of Soil Nailing Induced by Pressurized Grouting.” Journal of Geotechnical and Geoenvironmental Engineering, ASCE, 138(5), 604-613.

54) Park, J. J., Shin, J. C., Hwang, J. H., Lee, K. H., Seo, H. J., Lee, I. M.* (2012). “Assessment of over/under-break of tunnel utilizing BIM and 3D laser scanner.” Journal of Korean Tunnelling and Underground Space Association, 14(4), 437-451.

55) Lee, K. H., Seo, H. J., Park, J. H., Ahn, H. Y., Kim, K. S., Lee, I. M.* (2012). “A study on correlation between electrical resistivity obtained from electrical resistivity logging and rock mass rating in-situ tunnelling site.” Journal of Korean Tunnelling and Underground Space Association, 14(5), 503-516.

56) Seo, H. J., Park, S. W., Jeong, K. H., Choi, H. S., Lee, I. M.* (2009). “Pullout Resistance of Pressurized Soil-Nailing by Cavity Expansion Theory.” Journal of Korean Geotechnical Society, 25(7), 35-46.

57) Seo, H. J., Kim, H. R., Jeong, N. S., Lee, I. M.* (2010). “Behavioral Mechanism of Hybrid Model of Soil-nailing and Compression Anchor.” Journal of Korean Geotechnical Society, 26(7), 117-133.

58) Seo, H. J., Kim, H. R., Han, S. I., Lee, I. M.* (2012). “Load Transfer Mechanism of Hybrid Model of Soil-nailing and Compression Anchor.” Journal of Korean Geotechnical Society, 28(1), 55-66.

59) Seo, H. J., Lee, G. H., Park, J. J., Lee, I. M.* (2012). “Optimization of Soil-Nailing Designs Considering Three Failure Modes.” Journal of Korean Geotechnical Society, 28(7), 5-16.

60) Seo, H. J., Lee, G. H., Park, J. J., Lee, I. M.* (2012). “A numerical study of pillar reinforcing effect in underground cavern underneath existing structures.” Journal of Korean Tunnelling and Underground Space Association, 14(5), 453-467.

*: corresponding Author

Books

“Harmony of Land and Civilization, Geotechnical Engineering." (2019), CIR, Korean Geotechnical Society.

“Sustainable Construction Materials.” (2021), Springer.

Keynote lectures

Soga K., Kwan V., Pelecanos L., Rui Y., Schwamb T., Seo H., and Wilcock M. (2015). “The role of distributed sensing in understanding the engineering performance of geotechnical structures.", 15th European Conference on Soil Mechanics and Geotechnical Engineering, Edinburgh, UK. 13-17 September, 2015.

Seo H. “Automatic damage detection and prediction model using deep learning algorithm in geotechnical structures.” 7th International Symposium on Opto-electronic Sensor-based Monitoring in Geo-engineering, Nanjing, China. 3-5 December, 2021.

Invited talk

Seo H. (2015). “Utilising laser scanning monitoring to evaluate the performance of slopes above a tunnel entrance.”, GE Slope Engineering and Geotechnical Asset Management 2015, London, UK. 18-19 November, 2015.

Seo H. (2021). “Artificial Intelligence and SMART Monitoring System for Geotechnical Structure.” 2021 Future-Shaping ACE (Architecture, Civil, and Environment) Congress, Seoul, South Korea, 23-26 August, 2021.

Patents

Inventor, Non-destructive measurement method of pullout resistance in cable structures and device for the same, 2010 (Registration: 1009584050000)

Inventor, A Cavern Pillar Structure using Girders and Prestressed Panelsr, 2013 (Registration: 1012863060000)