Biography
Ph.D. : UNIST, Urban and Environmental Engineering, 2020
B.S. : UNIST, Urban and Environmental Engineering, 2014
Careers
2022.08 - Current : Seoul National University of Science and Technology, Department of Civil Engineering, Assistant Professor
2021.03 - 2022.07 : University of Illinois at Urbana-Champaign, Civil and Environmental Engineering, Postdoctoral Researcher
2020.03 - 2021.02 : Sungkyunkwan University, School of Civil, Architectural Engineering and Landscape Architecture, Postdoctoral Researcher
Research Areas
Structural Health Monitoring, Computer Vision, Machine Learning, Structural Dynamics
Journal Papers
◾ Automated Mineral Identification of Pozzolanic Materials Using XRD Patterns, JOURNAL OF MATERIALS IN CIVIL ENGINEERING, vol.36 No.12, 2024김현준
◾ Development of large-scale synthetic 3D point cloud datasets for vision-based bridge structural condition assessment, ADVANCES IN STRUCTURAL ENGINEERING, vol.27 No.16 pp.2901~2928, 2024김현준
◾ Full-scale structural displacement measurement with camera ego-motion compensation using RGB and LiDAR cameras, MEASUREMENT, vol.237, 2024김현준
◾ Long-term displacement measurement system for bridge bearing capable of camera reposition, MEASUREMENT, vol.235, 2024김현준
◾ Random bridge generator as a platform for developing computer vision-based structural inspection algorithms, Journal of Infrastructure Intelligence and Resilience, vol.3 No.2, 2024김현준
◾ Evaluation of aggregate segregation in self-consolidating concrete using 3D point cloud analysis, JOURNAL OF BUILDING ENGINEERING, vol.82, 2024김현준
◾ Framework for rapid characterization of fresh properties of cementitious materials using point cloud and machine learning, CONSTRUCTION AND BUILDING MATERIALS, vol.400, 2023김현준
◾ Self-heating characteristics of electrically conductive cement composites with carbon black and carbon fiber, CEMENT & CONCRETE COMPOSITES, vol.137, 2023김현준
◾ Automated bridge component recognition using close-range images from unmanned aerial vehicles, ENGINEERING STRUCTURES, vol.274, 2023김현준
◾ Nontarget-based displacement measurement using LiDAR and camera, AUTOMATION IN CONSTRUCTION, vol.142, 2022김현준
◾ Comparative study of long-term displacement measurement methods- Focusing on a Pre-stressed concrete bridge under construction, MEASUREMENT, vol.201, 2022김현준
◾ Monitoring of self-healing in concrete with micro-capsules using a combination of air-coupled surface wave and computer-vision techniques, STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL, vol.21 No.4 pp.1661~1677, 2022김현준
◾ Automated wireless monitoring system for cable tension forces using deep learning, STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL, vol.20 No.4 pp.1805~1821, 2021김현준
◾ Crack identification method for concrete structures considering angle of view using RGB-D camera-based sensor fusion, STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL, vol.20 No.2 pp.500~512, 2021김현준
◾ Crack and Noncrack Classification from Concrete Surface Images Using Machine Learning, STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL, vol.18 No.3 pp.725~738, 2019김현준
Conference Papers
◾ 안태준, 김현준, Nontarget-based Displacement Measurement System using Digital Camera and Laser Rangefinder, Korea Institute for Structural Maintenance and Inspection, 광주과학기술원, 2025김현준
◾ 안태준, 김현준, Nontarget-based 6-DOF measurement of bridge bearing using LiDAR camera, Korea Institute for Structural Maintenance and Inspection, 광주과학기술원, 2025김현준
◾ 박정선, 김현준, Bolt loosening monitoring of bridges using Neural Radiance Field, Korea Institute for Structural Maintenance and Inspection, 광주과학기술원, 2025김현준
◾ 박정선, 김현준, Damage Localization and Monitoring of Bridge using Hierarchical Localization, KSCE 2024 CONVENTION CONFERENCE & CIVIL EXPO, 제주도, 2024김현준
◾ 안태준, 김현준, Nontarget Vision-based Displacement Measurement of Bridges Incorporating Digital Camera and Laser Distance Measures, KSCE 2024 CONVENTION CONFERENCE & CIVIL EXPO, 제주도, 2024김현준
◾ 김현준, Displacement Measurement with Camera Motion Compensation using LiDAR, KSCE 2024 CONVENTION CONFERENCE & CIVIL EXPO, 제주도, 2024김현준
◾ 김현준, Concrete Crack Evaluation using Telephoto/Wide-angle Stereo Vision, Journal of The Korea Institute for Structural Maintenance and Inspection, 제주도, 2023김현준
◾ Hyunjun Kim, Yasutaka Narazaki, Billie F. Spencer, Bridge Component Recognition using Unmanned Aerial Vehicle, Structural Health Monitoring Techniques, 서울대학교 글로벌공학교육센터, 2022김현준
Awarded
◾ Nontarget Vision-based Displacement Measurement of Bridges Incorporating Digital Camera and Laser Distance Measures, Best Paper Award, Korean Society of Civil Engineers, 2024김현준
Faculty
Introduction
Faculty
Curriculum