Journal Publications
- Jang, D., Bang, J., Yoon, H., Kim, Y., Lee, J., Yoon, H., Cheon, S., Yang, B. (2023). Directionally sensitive cement-based sensor using carbon nanotube and carbonyl iron powder (CNT@CIP)-based nanohybrid clusters. Construction and Building Materials, vol. 409 https://doi.org/10.1016/j.conbuildmat.2023.134116
- Lee, Y., Kim, H., Min, S., Yoon, H. (2023). Structural damage detection using deep learning and FE model updating technique. Scientific Reports 13, 18694. https://doi.org/10.1038/s41598-023-46141-9
- Vy, V., Lee, Y., Bak, J., Park, S., Park, S., Yoon, H. (2023). Damage localization using acoustic emission sensors via convolutional neural network and continuous wavelet transform. Mechanical Systems and Signal Processing, vol. 204. https://doi.org/10.1016/j.ymssp.2023.110831
- Maru, M., Wang, Y., Kim, H., Yoon, H., Park, S. (2023). Improved building facade segmentation through digital twin-enabled RandLA-Net with empirical intensity correction model. Journal of Building Engineering, vol. 78. https://doi.org/10.1016/j.jobe.2023.107520
- Ko, D., Park, J., Kim, J., Lee, C., Yoon, H., Park, S. (2023). Experimental Study for Nondestructive Evaluation of Embedded Tendons in Ground Anchors Using an Elasto-Magnetic Sensor: Verification Through Numerical Finite Element Simulations. IEEE Sensors Journal. https://doi.org/10.1109/JSEN.2023.3319215
- Lee, H., Yoon, H., Kim, S. (2023). Vibration detection of stay-cable from low-quality CCTV images using deep-learning-based dehazing and semantic segmentation algorithms. Engineering Structures, vol. 292. https://doi.org/10.1016/j.engstruct.2023.116567
- Oh, S., Lee, H., Lee, J., Yoon, H., Kim, J. (2023). Real-Time Response Estimation of Structural Vibration with Inverse Force Identification. Structural Control and Health Monitoring, vol. 2023. https://doi.org/10.1155/2023/2691476
- Park, G., Jung, J., Yoon, H. (2023). Structural finite element model updating considering soil-structure interaction using ls-dyna in loop. Scientific Reports 13, 4753. https://doi.org/10.1038/s41598-023-31956-3
- Park, J., Jung, J., Park, S., Yoon, H. (2023). Automated structural modal analysis method using long short-term memory network. Smart Structures and Systems, Vol.31, Issue. 1, 45-56. http://www.techno-press.org/?page=container&journal=sss&volume=31&num=1#
- Lee, Y., Lee, G., Moon, D., Yoon, H. (2022). Vision-based displacement measurement using a camera mounted on a structure with stationary background targets outside the structure. Structural Control and Health Monitoring. https://onlinelibrary.wiley.com/doi/10.1002/stc.3095
- Chae, J., Yoon, H., Ahn, J., and Jung, J. (2022). Evaluation of the Soil-Structure Interaction of a MDOF Column Type Structure on Group Piles Based on the Large Scale 1g Shaking Table Test and the Numerical Analysis. Journal of the Korean Geotechnical Society, Vol.38, Issue. 4, 47-58. https://www.kgsjournal.org/articles/article/YwxW/
- Kumar, A., Han, K., Ham, Y., Yoon, H. (2022). Development of a Student-Centric Cyber-Physical System (SCPS): An Android App for Interactive Learning of Structural Analysis and Dynamics. Computing in Civil Engineering 2021. https://ascelibrary.org/doi/abs/10.1061/9780784483893.042
- Lim, J., and Yoon, H. (2022). Vision-based Input-Output System identification for pedestrian suspension bridges. Smart Structures and Systems, Vol. 29, No.5, 715-728. https://doi.org/10.12989/sss.2022.29.5.715
- Jeon, G., Kim, S., Ahn, S., Kim, H., and Yoon, H. (2022). Vision-based automatic cable displacement measurement using Cable-ROI Net and Uni-KLT. Structural Control Health Monitoring (e2977). https://onlinelibrary.wiley.com/doi/10.1002/stc.2977
- Lee, G, Kim, S., Ahn, S., Kim, HK., and Yoon, H. (2022). Vision-based cable displacement measurement using side view video. Sensors 22(3), 962. https://www.mdpi.com/1424-8220/22/3/962
- Cho, M., Lee, JH., Ryu, YM., Park, J., and Yoon, H. (2021). Image-Based Automatic Bridge Component Classification Using Deep Learning. KSCE Journal of Civil and Environmental Engineering Research. https:// kscejournal.or.kr/articles/xml/r4aR/
- Jeon, G., Park, J., Jung, J., and Yoon, H.* (2021). Structural Response Estimation Using Gated Recurrent Unit. Journal of Korean Society of Hazard Mitigation, 21(3), 171-179. https://doi.org/10.9798/KOSHAM.2021.21.3.171
- Park, G., Lee, L., and Yoon, H.* (2021). Semantic Structure from Motion for Railroad Bridges using Deep Learning. Applied Sciences, 11(10), 4332. https://www.mdpi.com/2076-3417/11/10/4332
- Ahn, S., Park, G., Yoon, H., Han, J., and Jung, J.* (2021). Evaluation of Soil–Structure Interaction in Structure Models via Shaking Table Test. Sustainability, 13(9), 4995. https://www.mdpi.com/2071-1050/13/9/4995
- Park, G., Hong, K. N., & Yoon, H.* (2021). Vision-Based Structural FE Model Updating Using Genetic Algorithm. Applied Sciences, 11(4), 1622. https://www.mdpi.com/2076-3417/11/4/1622
- Park, G., Yoon, H. and Kim, S.* (2021). Analysis of Scaling Factor applied to Lab-Scale Model for Estimating Dynamic Characteristics of Real Structures. Journal of The Korea Institute for Structural Maintenance and Inspection, 25(1), 59-66. https://www.kci.go.kr/kciportal/ci/sereArticleSearch/ciSereArtiView.kci?sereArticleSearchBean.artiId=ART002693863
- Park, G., Jung, J. and Yoon, H.* (2020). Development of FE Model Updating for Three-Story Building considering Soil-Structure Interaction. Journal of the Korean Society Of Hazard Mitigation, 20(6),261-270. http://j-kosham.or.kr/journal/view.php?doi=10.9798/KOSHAM.2020.20.6.261
- Park, G., Yoon, H. and Hong, K*. (2020). Influence of Fluid Height and Structure width ratio on the Dynamic Behavior of Fluid in a Rectangular Structure. Journal of The Korea Institute for Structural Maintenance and Inspection, 24(5), 126-134. http://kiss.kstudy.com/thesis/thesis-view.asp?key=3835447
- Lee, J. H., Park, J. J., & Yoon, H.* (2020). Automatic Bridge Design Parameter Extraction for Scan-to-BIM. Applied Sciences, 10(20), 7346. https://www.mdpi.com/2076-3417/10/20/7346
- Park, G., Yoon, H. and Hong, K.* (2020). "Proposed Equations for Calculating Dynamic Hydraulic Pressure in a Rectangular Structure". Applied Sciences, 10(23), p.8406. https://www.mdpi.com/2076-3417/10/23/8406
- Lee, J. H., Park, J. J., & Yoon, H.* (2020). Automatic Classification of Bridge Component based on Deep Learning. Journal of The Korean Society of Civil Engineers, 40(2), 239-245. http://kscejournal.or.kr/articles/article/ajrm/
- Lim, J., & Yoon, H.* (2019). Real-time Pedestrian Dynamic-load Localization using Vision-based Motion Sensing. Journal of the Korean Society of Hazard Mitigation, 19(7), 323-330.http://www.j-kosham.or.kr/journal/view.php?number=8206
- Yoon, H., Han, K., Ham, Y.* (2019). A Framework of Human-Motion Based Structural Dynamics Simulation Using Mobile Devices. Sensors. 2019; 19(15):3258. https://www.mdpi.com/1424-8220/19/15/3258
- Won, J., Park, J.*, Park, K., Yoon, H., and Moon, D. (2019). "Non-target Structural Displacement Measurement Using Reference Frame Based Deepflow". Sensors. 19(13), 2992. https://www.mdpi.com/1424-8220/19/13/2992
- Hoskere, V.A., Park, J.*, Yoon, H., Spencer, B.F. (2019). “Vision-based Modal Survey of Civil Infrastructure using Unmanned Aerial Vehicles”. Journal of Structural Engineering. 145(7). https://ascelibrary.org/doi/abs/10.1061/(ASCE)ST.1943-541X.0002321
- Ham, Y., Yoon, H.* (2018). “Motion and Visual Data-driven Distant Object Localization for Field Reporting”. Journal of Computing in Civil Engineering. doi: 10.1061/(ASCE)CP.1943-5487.0000767. https://ascelibrary.org/doi/pdf/10.1061/%28ASCE%29CP.1943-5487.0000767
- Yoon, H.*, Shin, J., Spencer, B.F. (2018). “Structural Displacement Measurement using an Unmanned Aerial System". Computer Aided Civil and Infrastructure Engineering. doi:10.1111/mice.12338. http://onlinelibrary.wiley.com/doi/10.1111/mice.12338/full
- Park, J., Moon, D.*, Yoon, H., Gomez, F., Spencer, B.F. (2018). “Visual-inertial Displacement Sensing Using Data Fusion of Vision-Based Displacement with Acceleration”. Structural Control and Health Monitoring. doi:10.1002/stc.2122. http://onlinelibrary.wiley.com/doi/10.1002/stc.2122/full
- Yoon, H., Hoskere, V., Park, J.*, Spencer, B.F., Kim, J. R. (2017). “Cross-correlation-based Structural System Identification using Unmanned Aerial Vehicles”. Sensors. 17(09), 2075, doi:10.3390/s17092075. http://www.mdpi.com/1424-8220/17/9/2075
- Yoon, H.*, Elanwar, H., Choi, H., Golparvar, M., Spencer, B.F. (2016). “Target-free Approach for Vision-based Structural System Identification using Consumer-grade Cameras”, Structural Control and Health Monitoring. 23(12):1405-1416. http://onlinelibrary.wiley.com/doi/10.1002/stc.1850/full
- Yoon, H., Ham, Y.*, Golparvar, M., Spencer, B.F. (2016). “Forward-Backward Approach for 3D Event Localization using Commodity Smartphones for Ubiquitous Context-Aware Applications in Civil and Infrastructure Engineering”, Computer Aided Civil and Infrastructure Engineering. 31(4), 245-260. http://onlinelibrary.wiley.com/doi/10.1111/mice.12154/full
- Yoon, H., Shiftehfar, R., Cho, S.*, Spencer, B.F., Nelson, M., Agha. G. (2016). “Victim Localization and Assessment System for Emergency Responders.” Journal of Computing in Civil Engineering. 30(2): 04015011. http://ascelibrary.org/doi/abs/10.1061/(ASCE)CP.1943-5487.0000483
Conference Publications & Abstracts
- Lee, J., Yoon, H. (2023), "Development of Scan-to-BIM for Railroad Bridge using UAV and AI" KSCE 2023 Convention, Yeosu.
- Vy, V., Lee, Y., Yoon, H. (2023), "A Proposed MIMO-8-3 Model for 3-Dimension Crack Localization" KSCE 2023 Convention, Yeosu.
- Jeon, G., Yoon, H. (2023), "Vision-based cable displacement measurement with Uni-KLT" KSCE 2023 Convention, Yeosu.
- Nguyen, T., Yoon, H. (2023), "Vision-based Structural Displacement Measurement using Transforming Model Prediction" KSCE 2023 Convention, Yeosu.
- Lee, J., Yoon, H. (2023), "Development of bridge Scan-to-Model using Deep learning" 2023 Korea Institute for Structural Maintenance and Inspection, Yangyang.
- Vy, V., Yoon, H. (2023), "Time-Frequency Analysis and Deep Learning Application for Damage Localization in Concrete Structures Using Acoustic Emission Sensors" The 2023 World Congress on Advances in Structural Engineering and Mechanics, Seoul.
- Nguyen, T., Jeon, G., Yoon, H. (2023), "Vision-based Structural Displacement Measurement using KLT Tracker and Deep Learning" The 2023 World Congress on Advances in Structural Engineering and Mechanics, Seoul.
- Vy, V., Yoon, H. (2023), "AECWT-3DR-Net: Damage Localization Network for Concrete Structures Using Acoustic Emission Sensors" The 12th Conference on Information Technology and Its Applications, Danang, Vietnam.
- Vy, V., Lee, Y., Yoon, H. (2023), "Crack Detection of Concrete Structures using Acoustic Emission Sensors and Convolutional Neural Networks" The 3rd International Conference on Sustainable Civil Engineering and Architecture, Danang, Vietnam. https://doi.org/10.1007/978-981-99-7434-4_139
- Nguyen, T., Yoon, H. (2023), "Vision-based Structural Displacement Measurement using Siamese Network" The 3rd International Conference on Sustainable Civil Engineering and Architecture, Danang, Vietnam. <Best Presentation Award> https://doi.org/10.1007/978-981-99-7434-4_171
- Lee, J., Park, J., Yoon, H. (2023), "Rail 3D Alignment Detection based Point Cloud" 2023 Korea Institute for Structural Maintenance and Inspection, Jeju.
- Lee, Y., Yoon, H. (2023), "Acoustic Emission Signal Analysis-based Structural Damage Localization using Recurrent Neural Network" The 2023 Korean Society Of Hazard Mitigation, Jeju.
- Lee, J., Park, J., Yoon, H. (2023), "Automatic Railway Alignment Detection using Deep Learning and Computer Vision" The 2023 Korean Society Of Hazard Mitigation, Jeju. <Best Paper Award>
- Vy, V., Lee, Y., Yoon, H. (2023), "A Proposed Method for Crack Detection using Acoustic Emission Sensors and Convolutional Neural Network" The 2023 Korean Society Of Hazard Mitigation, Jeju. <Best Paper Award>
- Nguyen, T., Yoon, H. (2023), "Structural Displacement Measurement Using Deep Learning" The 2023 Korean Society Of Hazard Mitigation, Jeju.
- Lee, Y., Yoon, H. (2022), "Displacement Measurement using Motion Estimation of Camera Mounted on the Structure" KIBSE22, Seoul.
- Lee, J., Park, J., Yoon, H. (2022), "Automatic Railway Alignment Detection using Deep Learning and Computer Vision" KIBSE22, Seoul.
- Vy, V., Yoon, H. (2022), "A Deep Learning Model for Damage Detection using Acoustic Emission Sensors " KSCE 2022 Convention, Busan.
- Lee, J., Lee, G., Park, J., Yoon, H. (2022), "Railway Alignment Extraction using Deep Learning" KSCE 2022 Convention, Busan.
- Lee, Y., Yoon. H. (2022), "Structural Displacement Measurement using Camera Motion Estimation Methods" KSCE 2022 Convention, Busan.
- Vy, V., Yoon, H. (2022), "Acoustic Emission based Crack Localization using Convolutional Neural Network" ACEM22/Structures22, Seoul.
- Lim, J., Yoon, H. (2022), "Vision-based Input-Output System identification for pedestrian suspension bridges" ACEM22/Structures22, Seoul.
- Lee, Y., Lee, G., Yoon, H. (2022), "Vision-based Displacement Measurement from Structural Point of View" 2022 Korean Society Of Hazard Mitigation Conference, Seoul.
- Lee, J., Park, J., Yoon, H. (2022), "Scan-to-Model of Bridge using Deep Learning" 2022 Korean Society Of Hazard Mitigation Conference, Seoul.
- Lee, Y., Yoon, H. (2021), "Application of Artificial Intelligence Technology for Acoustic Emission Signal-based Structural Damage Analysis" KSMI 2021 Autumn Conference & Forum, Jeju.
- Lee, G., Yoon, H. (2021), "Vision-Based Cable Displacement Measurement using Side Video" KSMI 2021 Autumn Conference & Forum, Jeju.
- Jeon, G., Yoon, H. (2021) "Automated Vision-based Cable Vibration Measurement using Convolutional Neural Network" KSMI 2021 Autumn Conference & Forum, Jeju.
- Cha, S., Yoon, H. (2021), "Development of Educational Truss Structure Simulation System using Deep Learning" KSMI 2021 Autumn Conference & Forum, Jeju.
- Park, J., Jung, J., Yoon, H. (2021), “Structural Modal Analysis using Long Short-Term Memory Network” 2021 Korean Society Of Hazard Mitigation, Korea.
- Lee, G., Yoon, H. (2021), “Estimation of Cable Displacement Based on Side Video” 2021 Korean Society Of Hazard Mitigation, Korea. <Best Paper Award>
- Jeon, G. Yoon, H. (2021) “Automated Vision-based Cable Vibration Measurement using Deep Learning” 2021 Korean Society Of Hazard Mitigation, Korea.
- Park, J., Jung, J., Yoon, H. (2020), "Structural Modal Analysis using Deep Learning" 2020 KIBSE Technical Conference, GECE.
- Lee, J., Park, J., Yoon, H. (2020), "Development of Bridge Scan-to-BIM using Deep Learning" 2020 KIBSE Technical Conference, GECE.
- Lee, G., Yoon, H. (2020), "Cable Displacement Estimation using Video taken from Side Angle" 2020 KIBSE Technical Conference, GECE.
- Lim, J., Yoon, H. (2020), "Deep Learning based Suspension Pedestrian Bridge Monitoring" KSCE 2020 Convention, Korea.
- Park, J., Jung, J., Yoon, H. (2020), "Structural Modal Analysis using Deep Learning" KSCE 2020 Convention, Korea. <Best Paper Award>
- Lee, J., Park, J., Yoon, H. (2020), "Automatic Design Parameter Extraction for Railroad Bridges from 3D Point Cloud Model" KSCE 2020 Convention, Korea. <Best Paper Award>
- Lee, G., Yoon, H. (2020), "Cable displacement estimation using video taken from side angle" KSCE 2020 Convention, Korea. <Best Paper Award>
- Lim, J., Yoon, H. (2020), "Pedestrian Suspension Bridge Monitoring using Computer Vision Techniques" 2020 COSEIK ANNUAL CONFERENCE, Sokcho.
- Lee, J., Park, J., Yoon, H. (2020), "Scan-to-BIM for Bridges using Semantic SfM" 2020 Korean Society Of Hazard Mitigation, Sokcho.
- Lee, J., Park, J., Yoon, H. (2020), "Bridge Scan-to-Model using Deep Learning" KSMI 2015 Summer Conference, Korea.
- Lee, J., Park, J., Yoon, H. (2020), "“Scan to BIM” for Railroad Bridges using Deep Learning" KSMI 2015 Summer Conference, Jeju.
- Lim, J., Yoon, H. (2020), “Vision-Based Structural Health Monitoring of Pedestrian Suspension Bridge using Deep Learning” ACEM20, GECE.
- Lee, J., Park, J., Yoon, H. (2020), “Scan-to-BIM for Bridges using Deep Learning” ACEM20, GECE.
- Lim, J., Yoon, H. (2019), “Dynamic Load Localization Using Vision-based Object Detection & Tracking” KSCE 2019 Convention, Korea. <Best Paper Award>
- Lee, J., Park, J., Yoon, H. (2019), "Automatic Bridge component recognition using Deep Learning" KSCE 2019 Convention, Korea. <Best Paper Award>
- Lim, J., Yoon, H. (2019), “Real-time Dynamic Walking Load Localization Using Vision-based Motion Sensing” 2019 Korean Society Of Hazard Mitigation, Korea University. <Best Paper Award>
- Lee, J., Yoon, H. (2019), “Automatic Classification of Bridge Component based on Deep Learning” 2019 Korean Society Of Hazard Mitigation, Korea University.
- Yoon, H., Ham, Y. (2017), “Remote Localization for Disaster Response” 2017 U.S.-Korea Conference on Science, Technology and Entrepreneurship (UKC 2017), Washington, DC.
- Yoon, H., Shin, J., Spencer, B.F. (2017), “Railroad Bridge Monitoring using UAVs.” 2017 ASCE Structural Congress, Denver, CO.
- Yoon, H., Spencer, B.F. (2016), “Measuring Displacement of Railroad Bridges using UAVs.” 2016 US-Korea Conference on Science, Technology and Entrepreneurship (UKC 2016), Dallas, TX.
- Yoon, H., Ham, Y., Spencer, B.F. (2016), “Robust Remote Localization from Multi-modal Mobile Sensing and Analytics for Civil and Building Engineering Applications.” 16th International Conference on Computing in Civil and Building Engineering, Osaka, Japan.
- Ham, Y., Yoon, H., Spencer, B.F. (2016), “Multi-modal mobile sensing and analytics on commodity smartphones for ubiquitous context-aware building energy diagnostic application.” 2016 ASCE Construction Research Congress, San Juan, Puerto Rico.
- Yoon, H., Shin, J., Spencer, B.F. (2015), “Structural Health Monitoring using Aerial Images taken from Unmanned Aerial Vehicle” The Joint 6th International Conference on Advances in Experimental Structural Engineering (6AESE) and 11th International Workshop on Advanced Smart Materials and Smart Structures Technology (11ANCRiSST), Urbana, IL
- Yoon, H., Spencer, B.F. (2015). “Framework for Structural Health Monitoring using Aerial Images.” 2015 ASCE Engineering Mechanics Institute Conference (EMI), Stanford, CA.
- Yoon, H., Spencer, B.F. (2015). “Non-Target Vision based Structural Health Monitoring using Commercial Cameras”, 2015 ASCE Engineering Mechanics Institute Conference (EMI), Student Paper Competition by Dynamics Committee, Stanford, CA.
- Yoon, H., Elanwar, H., Choi, H., Golparvar, M., Spencer, B.F. (2015). “Target-Free Vision Based Structural Health Monitoring using Commercial Cameras.” 16th Annual Structural Engineering Conference, Champaign, IL.
- Yoon, H., Shiftehfar, R., Cho, S., Spencer, B.F., Nelson, M., Agha. G. (2014). “Rapid Emergency Response System using Smartphones.” 2014 ASCE Engineering Mechanics Institute Conference (EMI), Hamilton, Canada
- Yoon, H., Ham, Y., Spencer, B.F. (2014). “FindMyCar: Vehicle Localization in Multi-Story Parking Building using Smartphone”, 10th Annual EKS Retreat, Monticello, IL. <Best Presentation Award, 1st Place>
- Yoon, H., Spencer, B.F. (2013). “iRescue, a Victim Assessment & Localization System for Rapid Emergency Response”, 9th Annual EKS Retreat, Monticello, IL.
- Yoon, H., Spencer, B.F. (2012). “Victim Assessment System for Rapid Emergency Response”, 8th Annual EKS Retreat, Monticello, IL.
Posters
- Vy, V. Lee, Y. Yoon, H. (2022). "A Deep Learning Network for Structural Damage Detection using Acoustic Emission Sensors". KIBSE 2022, Seoul.
- Jeon, G. Yoon, H. (2020). "Seismic Intensity Prediction using CCTV Video". KSCE 2020, Jeju.
- CHO, M. YOON, H. (2020). "BRIDGE TYPE PREDICTION USING MACHINE LEARNING". KSCE 2020 CONVENTION, Jeju.
- Jeon, G. Yoon, H. Lim, J. (2019). “Dynamic Behavior Measurement of Structures Using Image Processing”, 2019 Korean Society of Civil Engineers, Gangwon-do Pyeongchang-gun.
- Park, J. Yoon, H. (2019). “Earthquake Response Analysis Considering Soil-Structure Interaction”, 2019 Korean Society of Civil Engineers, Gangwon-do Pyeongchang-gun.
- Park, J. Yoon, H. (2019). “Dead Reckoning using IMU Sensor For Disaster Evacuation”, 2019 Korean Society Of Hazard Mitigation, Korea University.