2024
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 (Basel), 24(2). doi:10.3390/s24020464DOI: 10.3390/s24020464
Radar-Camera Fusion for Object Detection and Semantic Segmentation in Autonomous Driving: A Comprehensive Review (Journal article)
Yao, S., Guan, R., Huang, X., Li, Z., Sha, X., Yue, Y., . . . Yue, Y. (2024). Radar-Camera Fusion for Object Detection and Semantic Segmentation in Autonomous Driving: A Comprehensive Review. IEEE Transactions on Intelligent Vehicles, 9(1), 2094-2128. doi:10.1109/tiv.2023.3307157DOI: 10.1109/tiv.2023.3307157
2023
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). doi:10.3390/rs15102517DOI: 10.3390/rs15102517
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. doi:10.1007/s11440-022-01779-zDOI: 10.1007/s11440-022-01779-z
2022
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). doi:10.3390/s22239365DOI: 10.3390/s22239365
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). doi:10.3390/s22155781DOI: 10.3390/s22155781
Pavement crack detection and classification based on fusion feature of LBP and PCA with SVM (Journal article)
Chen, C., Seo, H., Jun, C. H., & Zhao, Y. (2022). Pavement crack detection and classification based on fusion feature of LBP and PCA with SVM. INTERNATIONAL JOURNAL OF PAVEMENT ENGINEERING, 23(9), 3274-3283. doi:10.1080/10298436.2021.1888092DOI: 10.1080/10298436.2021.1888092
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, 148(5). doi:10.1061/(asce)gt.1943-5606.0002800DOI: 10.1061/(asce)gt.1943-5606.0002800
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. doi:10.1007/s13349-022-00555-7DOI: 10.1007/s13349-022-00555-7
Zhao, Y., Han, Y., Chen, C., & Seo, H. (n.d.). Crack Detection in Frozen Soils Using Infrared Thermographic Camera. Sensors, 22(3), 885. doi:10.3390/s22030885DOI: 10.3390/s22030885
Chen, C., Seo, H., Jun, C., & Zhao, Y. (2022). A potential crack region method to detect crack using image processing of multiple thresholding. SIGNAL IMAGE AND VIDEO PROCESSING. doi:10.1007/s11760-021-02123-wDOI: 10.1007/s11760-021-02123-w
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). doi:10.3390/rs14010106DOI: 10.3390/rs14010106
2021
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, 9. doi:10.3389/fenvs.2021.806697DOI: 10.3389/fenvs.2021.806697
Seo, H., Zhao, Y., & Chen, C. (2021). Displacement Estimation Error in Laser Scanning Monitoring of Retaining Structures Considering Roughness. SENSORS, 21(21). doi:10.3390/s21217370DOI: 10.3390/s21217370
Jun, C., Qin, X., Chen, M., & Seo, H. (n.d.). Investigating event-based temporal patterns of design rainfall in a tropical region. Hydrological Sciences Journal. doi:10.1080/02626667.2021.1967958DOI: 10.1080/02626667.2021.1967958
Infrared thermography for detecting cracks in pillar models with different reinforcing systems (Journal article)
Seo, H. (2021). Infrared thermography for detecting cracks in pillar models with different reinforcing systems. Tunnelling and Underground Space Technology, 116, 104118. doi:10.1016/j.tust.2021.104118DOI: 10.1016/j.tust.2021.104118
Displacement mapping of point clouds: application of retaining structures composed of sheet piles (Journal article)
Zhao, Y., Seo, H., & Chen, C. (n.d.). Displacement mapping of point clouds: application of retaining structures composed of sheet piles. Journal of Civil Structural Health Monitoring. doi:10.1007/s13349-021-00491-yDOI: 10.1007/s13349-021-00491-y
Tilt mapping for zigzag-shaped concrete panel in retaining structure using terrestrial laser scanning (Journal article)
Seo, H. (n.d.). Tilt mapping for zigzag-shaped concrete panel in retaining structure using terrestrial laser scanning. Journal of Civil Structural Health Monitoring. doi:10.1007/s13349-021-00484-xDOI: 10.1007/s13349-021-00484-x
A novel pavement transverse cracks detection model using WT-CNN and STFT-CNN for smartphone data analysis (Journal article)
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. doi:10.1080/10298436.2021.1945056DOI: 10.1080/10298436.2021.1945056
Long-term Monitoring of zigzag-shaped concrete panel in retaining structure using laser scanning and analysis of influencing factors (Journal article)
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. doi:10.1016/j.optlaseng.2020.106498DOI: 10.1016/j.optlaseng.2020.106498
3D Roughness Measurement of Failure Surface in CFA Pile Samples Using Three-Dimensional Laser Scanning (Journal article)
Seo, H. (2021). 3D Roughness Measurement of Failure Surface in CFA Pile Samples Using Three-Dimensional Laser Scanning. APPLIED SCIENCES-BASEL, 11(6). doi:10.3390/app11062713DOI: 10.3390/app11062713
2020
Monitoring of CFA pile test using three dimensional laser scanning and distributed fiber optic sensors (Journal article)
Seo, H. (2020). Monitoring of CFA pile test using three dimensional laser scanning and distributed fiber optic sensors. OPTICS AND LASERS IN ENGINEERING, 130. doi:10.1016/j.optlaseng.2020.106089DOI: 10.1016/j.optlaseng.2020.106089
2019
Mechanical Behavior of Hybrid Soil Nail-Anchor System (Journal article)
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(10), 4201-4211. doi:10.1007/s12205-019-2268-3DOI: 10.1007/s12205-019-2268-3
Seo, H. (2019). Soil-structure interaction in field pull-out tests of soil anchors and additional resistance from the reaction. In XVII European Conference on Soil Mechanics and Geotechnical Engineering. Reykjavik, Iceland.
Harmony of Land and Civilization, Geotechnical Engineering (Book)
Seo, H. (2019). Harmony of Land and Civilization, Geotechnical Engineering. CIR.
Author Index (2019). In International Conference on Smart Infrastructure and Construction 2019 (ICSIC). ICE Publishing. doi:10.1680/icsic.64669.bmDOI: 10.1680/icsic.64669.bm
Automatic Pavement Crack Detection Based on Image Recognition (Conference Paper)
Chen, C., Seo, H. S., Zhao, Y., Chen, B., Kim, J. W., Choi, Y., & Bang, M. (2019). Automatic Pavement Crack Detection Based on Image Recognition. In International Conference on Smart Infrastructure and Construction 2019 (ICSIC). ICE Publishing. doi:10.1680/icsic.64669.361DOI: 10.1680/icsic.64669.361
Seo, H. J., Zhao, Y., & Wang, J. (2019). Monitoring of Retaining Structures on an Open Excavation Site with 3D Laser Scanning. In International Conference on Smart Infrastructure and Construction 2019 (ICSIC). ICE Publishing. doi:10.1680/icsic.64669.665DOI: 10.1680/icsic.64669.665
Chen, C., Seo, H. S., Zhao, Y., Chen, B., Kim, J. W., Choi, Y., & Bang, M. (2019). Pavement Damage Detection System Using Big Data Analysis of Multiple Sensor. In International Conference on Smart Infrastructure and Construction 2019 (ICSIC). ICE Publishing. doi:10.1680/icsic.64669.559DOI: 10.1680/icsic.64669.559
2018
Zhao, Y., Li, R., & Seo, H. (2018). Crack detection in frozen soils using infrared camera. In Proceedings of the International Symposium on Automation and Robotics in Construction (IAARC). International Association for Automation and Robotics in Construction (IAARC). doi:10.22260/isarc2018/0025DOI: 10.22260/isarc2018/0025
Finite element analysis of soil-structure interaction in soil anchor pull-out tests (Conference Paper)
Seo, H. J., & Pelecanos, L. (2018). Finite element analysis of soil-structure interaction in soil anchor pull-out tests. In NUMERICAL METHODS IN GEOTECHNICAL ENGINEERING IX, VOL 2 (pp. 1439-1444). Retrieved from https://www.webofscience.com/
Distributed fiber optic sensing of axially loaded bored piles (Journal article)
Pelecanos, L., Soga, K., Elshafie, M. Z. E. B., de Battista, N., Kechavarzi, C., Ye Gue, C., . . . Seo, H. J. (2018). Distributed fiber optic sensing of axially loaded bored piles. Journal of Geotechnical and Geoenvironmental Engineering, 144(3). doi:10.1061/(ASCE)GT.1943-5606.0001843.DOI: 10.1061/(ASCE)GT.1943-5606.0001843.
Crack detection in frozen soils using infrared camera (Conference Paper)
Zhao, Y., Li, R., & Seo, H. (2018). Crack detection in frozen soils using infrared camera. In ISARC 2018 - 35th International Symposium on Automation and Robotics in Construction and International AEC/FM Hackathon: The Future of Building Things.
2017
Load transfer in soil anchors–Finite Element analysis of pull-out tests (Conference Paper)
Seo, H. (2017). Load transfer in soil anchors–Finite Element analysis of pull-out tests. In 8th International Conference on Structural Engineering and Construction Management.
Net load–displacement estimation in soil-nail pullout tests (Journal article)
Seo, H. -J., Pelecanos, L., Kwon, Y. -S., & Lee, I. -M. (2017). Net load–displacement estimation in soil-nail pullout tests. Proceedings of the Institution of Civil Engineers - Geotechnical Engineering, 170(6), 534-547. doi:10.1680/jgeen.16.00185DOI: 10.1680/jgeen.16.00185
Crack Detection in Pillars Using Infrared Thermographic Imaging (Journal article)
Seo, H., Choi, H., Park, J., Park, J., & Lee, I. -M. (2017). Crack Detection in Pillars Using Infrared Thermographic Imaging. GEOTECHNICAL TESTING JOURNAL, 40(3). doi:10.1520/GTJ20150245DOI: 10.1520/GTJ20150245
Role of induced electrical polarization to identify soft ground/fractured rock conditions (Journal article)
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. doi:10.1016/j.jappgeo.2016.12.017DOI: 10.1016/j.jappgeo.2016.12.017
2016
Distributed fibre optic sensors for measuring strain and temperature of cast-in-situ concrete test piles (Conference Paper)
Seo, H. (2016). Distributed fibre optic sensors for measuring strain and temperature of cast-in-situ concrete test piles. In International Conference on Smart Infrastructure and Construction. Cambridge, UK.
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 Tunnelling and Underground Space Association, 18(3), 257-272. doi:10.9711/ktaj.2016.18.3.257DOI: 10.9711/ktaj.2016.18.3.257
Numerical and experimental investigation of pillar reinforcement with pressurized grouting and pre-stress (Journal article)
Seo, H. -J., 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. doi:10.1016/j.tust.2015.10.018DOI: 10.1016/j.tust.2015.10.018
2015
The Role of Distributed Sensing in Understanding the Engineering Performance of Geotechnical Structures (Conference Paper)
Seo, H. (2015). The Role of Distributed Sensing in Understanding the Engineering Performance of Geotechnical Structures. In XVI European Conference on Soil Mechanics and Geotechnical Engineering. Edinburgh, UK.
2014
Pillar-reinforcement technology beneath existing structures: Small-scale model tests (Journal article)
Seo, H. J., 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. doi:10.1007/s12205-014-1392-3DOI: 10.1007/s12205-014-1392-3
Seo, H. -J., & Lee, I. -M. (2014). Shear Behavior between Ground and Soil-Nailing. Journal of the Korean Geotechnical Society, 30(3), 5-16. doi:10.7843/kgs.2014.30.3.5DOI: 10.7843/kgs.2014.30.3.5
Optimization of soil nailing design considering three failure modes (Journal article)
Seo, H. -J., 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. doi:10.1007/s12205-014-0552-9DOI: 10.1007/s12205-014-0552-9
2013
A Cavern Pillar Structure using Girders and Prestressed Panels (Patent)
Seo, H. (2013, July 9). 1012863060000, A Cavern Pillar Structure using Girders and Prestressed Panels.
Reinforced-pillar system in multi-placed caverns for rainwater detention (Conference Paper)
Seo, H. (2013). Reinforced-pillar system in multi-placed caverns for rainwater detention. In World Tunnel Congress: Underground-The Way to the Future, WTC 2013. Geneva, Switzerland.
2012
A numerical study of pillar reinforcing effect in underground cavern underneath existing structures (Journal article)
Seo, H. -J., Lee, K. -H., Han, S. -I., & 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. doi:10.9711/ktaj.2012.14.5.453DOI: 10.9711/ktaj.2012.14.5.453
A study on correlation between electrical resistivity obtained from electrical resistivity logging and rock mass rating in-situ tunnelling site (Journal article)
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. doi:10.9711/ktaj.2012.14.5.503DOI: 10.9711/ktaj.2012.14.5.503
A reinforcing method for underground rainwater detention cavern underneath existing structures (Conference Paper)
Seo, H. (2012). A reinforcing method for underground rainwater detention cavern underneath existing structures. In World Tunnel Congress 2012.
Assessment of over / under-break of tunnel utilizing BIM and 3D laser scanner (Journal article)
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. doi:10.9711/ktaj.2012.14.4.437DOI: 10.9711/ktaj.2012.14.4.437
Optimization of Soil-Nailing Designs Considering Three Failure Modes (Journal article)
Seo, H. -J., Lee, G. -H., Park, J. -J., & Lee, I. -M. (2012). Optimization of Soil-Nailing Designs Considering Three Failure Modes. Journal of the Korean Geotechnical Society, 28(7), 5-16. doi:10.7843/kgs.2012.28.7.5DOI: 10.7843/kgs.2012.28.7.5
Pullout Resistance Increase of Soil Nailing Induced by Pressurized Grouting (Journal article)
Seo, H. -J., Jeong, K. -H., Choi, H., & Lee, I. -M. (2012). Pullout Resistance Increase of Soil Nailing Induced by Pressurized Grouting. Journal of Geotechnical and Geoenvironmental Engineering, 138(5), 604-613. doi:10.1061/(asce)gt.1943-5606.0000622DOI: 10.1061/(asce)gt.1943-5606.0000622
Load Transfer Mechanism of Hybrid Model of Soil-nailing and Compression Anchor (Journal article)
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 the Korean Geotechnical Society, 28(1), 55-66. doi:10.7843/kgs.2012.28.1.55DOI: 10.7843/kgs.2012.28.1.55
2011
Behavior of hybrid system of soil-nailing and compression anchor (Conference Paper)
Seo, H. (2011). Behavior of hybrid system of soil-nailing and compression anchor. In 14th Asian Regional Conference on Soil Mechanics and Geotechnical Engineering, ARC 2011.
2010
Non-destructive measurement method of pullout resistance in cable structures and device for the same (Patent)
Seo, H. (2010, May 10). 1009584050000, Non-destructive measurement method of pullout resistance in cable structures and device for the same.
