Journal Papers

1)       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.

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

3)       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.

4)       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

5)       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.

6)       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.

7)       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

8)       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.

9)       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.

10)   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

11)   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

12)   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

13)   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

14)   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.

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

16)   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.

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

18)   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.

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

20)   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

21)   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

22)   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.

23)   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.

24)   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.

25)   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.

26)   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.

27)   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.

28)   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.

29)   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.

30)   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.

31)   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.

32)   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.

33)   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.

34)   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

35)   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.

36)   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.

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

38)   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.

39)   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.

40)   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.

41)   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.

42)   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.

43)   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.

44)   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.

45)   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)