◾ Novel RCC fusion machine learning method for automatic damage detection of heritage buildings using 3D point cloud data, Journal of Civil Structural Health Monitoring, 2025서형준
◾ Monitoring dynamic behavior of bridges through wavelet transform of laser doppler vibrometer signal, Journal of Civil Structural Health Monitoring, 2025서형준
◾ R-C-D-F machine learning method to measure for geological structures in 3D point cloud of rock tunnel face, Tunnelling and Underground Space Technology, vol.154, 2024서형준
◾ R-C-C fusion classifier for automatic damage detection of heritage building using 3D laser scanning, Journal of Civil Structural Health Monitoring, 2024서형준
◾ Virtual reality-based simulation for assessing building fire safety design, Simulation, vol.100 No.6 pp.581~594, 2024서형준
◾ WaterScenes: A Multi-Task 4D Radar-Camera Fusion Dataset and Benchmarks for Autonomous Driving on Water Surfaces, IEEE Transactions on Intelligent Transportation Systems, vol.25 No.11 pp.16584~16598, 2024서형준
◾ Automatic detection of traces in 3D point clouds of rock tunnel faces using a novel roughness: CANUPO method, Journal of Civil Structural Health Monitoring, vol.14 No.7 pp.1703~1718, 2024서형준
◾ Automatic damage detection of pavement through DarkNet analysis of digital, infrared, and multi-spectral dynamic imaging images, Sensors, 2024서형준
◾ A Comprehensive Method for Similarity Evaluation in Discrete Fracture Network Modeling of Jointed Rock Masses, Rock Mechanics and Rock Engineering, vol.57 pp.639~653, 2024서형준
◾ Thermal displacement mapping for detecting thermal expansion of heritage building during heatwave using 3D laser scanning, Developments in the Built Environment, 2023서형준
◾ Radar-camera fusion for object detection and semantic segmentation in autonomous driving: A comprehensive review, IEEE Transactions on Intelligent Vehicles, vol.9 No.1, 2023서형준
◾ 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, vol.18 pp.3825~3848, 2023서형준
◾ Multi-label classification and automatic damage detection of masonry heritage building through CNN analysis of infrared thermal imaging, Remote Sensing, vol.15 No.10 pp.2517~, 2023서형준
◾ Deep learning based infrared thermal image analysis of complex pavement defect conditions considering seasonal effect, Sensors, vol.22 No.23 pp.9365~, 2022서형준
◾ A novel pavement transverse cracks detection model using WT-CNN and STFT-CNN for smartphone data analysis, International Journal of Pavement Engineering, vol.23 No.12 pp.4372~4384, 2022서형준
◾ A potential crack region method to detect crack using image processing of multiple thresholding, Signal, Image and Video Processing, vol.16 pp.1673~1681, 2022서형준
◾ Automatic pavement defect detection and classification using RGB-thermal images based on hierarchical residual attention network, Sensors, vol.22 No.15 pp.5781~, 2022서형준
◾ Pavement crack detection and classification based on fusion feature of LBP and PCA with SVM, International Journal of Pavement Engineering, vol.23 No.9, 2022서형준
◾ 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, vol.148 No.5, 2022서형준
◾ Displacement analysis of point cloud removed ground collapse effect in SMW by CANUPO machine learning algorithm, Journal of Civil Structural Health Monitoring, vol.12 pp.447~463, 2022서형준
◾ Crack detection in frozen soils using infrared thermographic camera, Sensors, vol.22 No.3 pp.885~, 2022서형준
◾ Deep Learning-Based Thermal Image Analysis for Pavement Defect Detection and Classification Considering Complex Pavement Conditions, Remote Sensing, 2022서형준
◾ Hydrological performance of green roof systems: A numerical investigation, Frontiers in Environmental Science, 2021서형준
◾ Displacement estimation error in laser scanning monitoring of retaining structures considering roughness, Sensors, vol.21 No.21 pp.7370~, 2021서형준
◾ Infrared thermography for detecting cracks in pillar models with different reinforcing systems, TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY, vol.116, 2021서형준
◾ Investigating event-based temporal patterns of design rainfall in a tropical region, HYDROLOGICAL SCIENCES JOURNAL-JOURNAL DES SCIENCES HYDROLOGIQUES, vol.66 No.13 pp.1986~1996, 2021서형준
◾ Tilt mapping for zigzag-shaped concrete panel in retaining structure using terrestrial laser scanning, JOURNAL OF CIVIL STRUCTURAL HEALTH MONITORING, vol.11 No.4 pp.851~865, 2021서형준
◾ Displacement mapping of point clouds: application of retaining structures composed of sheet piles, JOURNAL OF CIVIL STRUCTURAL HEALTH MONITORING, vol.11 No.4 pp.915~930, 2021서형준
◾ Long-term Monitoring of zigzag-shaped concrete panel in retaining structure using laser scanning and analysis of influencing factors, OPTICS AND LASERS IN ENGINEERING, vol.139, 2021서형준
◾ 3D Roughness Measurement of Failure Surface in CFA Pile Samples Using Three-Dimensional Laser Scanning, APPLIED SCIENCES-BASEL, vol.11 No.6, 2021서형준
◾ Monitoring of CFA pile test using three dimensional laser scanning and distributed fiber optic sensors, OPTICS AND LASERS IN ENGINEERING, vol.130, 2020서형준
◾ Mechanical Behavior of Hybrid Soil Nail-Anchor System, KSCE JOURNAL OF CIVIL ENGINEERING, vol.23 No.10 pp.4201~4211, 2019서형준
◾ Distributed Fiber Optic Sensing of Axially Loaded Bored Piles, JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING, vol.144 No.3, 2018서형준
◾ Net load-displacement estimation in soil-nail pullout tests, PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-GEOTECHNICAL ENGINEERING, vol.170 No.6 pp.534~547, 2017서형준
◾ Crack Detection in Pillars Using Infrared Thermographic Imaging, GEOTECHNICAL TESTING JOURNAL, vol.40 No.3, 2017서형준
◾ Role of induced electrical polarization to identify soft ground/fractured rock conditions, JOURNAL OF APPLIED GEOPHYSICS, vol.137 pp.63~72, 2017서형준
◾ Numerical and experimental investigation of pillar reinforcement with pressurized grouting and pre-stress, TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY, vol.54 pp.135~144, 2016서형준
◾ Pillar-reinforcement technology beneath existing structures: Small-scale model tests, KSCE JOURNAL OF CIVIL ENGINEERING, vol.18 pp.819~826, 2014서형준
◾ Optimization of soil nailing design considering three failure modes, KSCE JOURNAL OF CIVIL ENGINEERING, vol.18 No.2 pp.488~496, 2014서형준
◾ Pullout Resistance Increase of Soil Nailing Induced by Pressurized Grouting, JOURNAL OF GEOTECHNICAL AND GEOENVIRONMENTAL ENGINEERING, vol.138 pp.604~613, 2012서형준
Faculty
Introduction
Faculty
Curriculum