학력
Ph.D. : UNIST, 도시환경공학과, 2020
B.S. : UNIST, 도시환경공학부, 2014
주요 경력
2022.08 - 현재 : 서울과학기술대학교, 건설시스템공학과, 조교수
2021.03 - 2022.07 : University of Illinois at Urbana-Champaign, Civil and Environmental Engineering, 박사후연구원
2020.03 - 2021.02 : 성균관대학교, 건설환경공학부, 박사후연구원
연구 분야
구조물 건전성 모니터링, 컴퓨터비전, 머신러닝, 구조동역학
담당 교과목
기초소프트웨어응용, 창의공학설계, 공학수학(1) & (2), 재료역학(1) & (2), 강구조설계
저널 논문
◾ 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
학술대회
◾ 안태준, 김현준, 디지털카메라 및 레이저 거리계를 활용한 논타겟 기반 변위 계측 시스템, 한국구조물진단유지관리공학회, 광주과학기술원, 2025김현준
◾ 안태준, 김현준, LiDAR 카메라를 활용한 논타겟 비전 기반 교량받침 6 자유도 거동 계측, 한국구조물진단유지관리공학회, 광주과학기술원, 2025김현준
◾ 박정선, 김현준, Neural Radiance Field를 활용한 교량 볼트풀림 상태 모니터링, 한국구조물진단유지관리공학회, 광주과학기술원, 2025김현준
◾ 박정선, 김현준, Hierarchical Localization 기반 교량 손상 위치 식별 및 모니터링, 2024 대한토목학회 정기학술대회, 제주도, 2024김현준
◾ 안태준, 김현준, 디지털 카메라와 레이저 거리계를 결합한 논타겟 비전 기반 교량 변위 측정, 2024 대한토목학회 정기학술대회, 제주도, 2024김현준
◾ 김현준, 소형 LiDAR를 활용한 카메라 모션 보정 기반 변위 계측, 2024 대한토목학회 정기학술대회, 제주도, 2024김현준
◾ 김현준, 망원/광각 스테레오 비전을 활용한 콘크리트 균열평가, 한국구조물진단유지관리공학회, 제주도, 2023김현준
◾ Hyunjun Kim, Yasutaka Narazaki, Billie F. Spencer, 무인항공기를 활용한 교량 부재 인식, 구조물 건전성 모니터링 기술, 서울대학교 글로벌공학교육센터, 2022김현준
특허
◾ Apparatus and method for measuring a crack in a concrete surface (20190822, 10-2015706, Korean Intellectual Property Office)
◾ Apparatus and method for estimating grain size distribution based on image data (20190522, 10-1983476, Korean Intellectual Property Office)
◾ Development of a UAV-based concrete crack assessment system (20171019, 10-1789982, Korean Intellectual Property Office)
수상
◾ 디지털 카메라와 레이저 거리계를 결합한 논타겟 비전 기반 교량 변위 측정, 우수논문상, 대한토목학회, 2024김현준
기타(학회활동 등)
◾ The IASCM Kobori Prize 2021 (International Association for Structural Control and Monitoring, 2021)
◾ A principal investigator of postdoctoral fellowship program (National Research Foundation of Korea, 2020)
◾ Best paper award (Korean Society of Civil Engineers, 2018)
◾ Track contribution award (Ulsan National Institute of Science and Technology, 2018)
◾ Best paper award (International Symposium on Life-cycle Engineering and Sustainability of Infrastructure, 2017)
◾ Best paper award (Korean Society of Civil Engineers, 2015)
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