통합검색

Engineering - Civil, Architectural and Environmental System Engineering

List KOR
  • Professor Smart Structures/ Construction Safety/ Disaster Management
  • PARK, SEUNGHEE 홈페이지 바로가기
    Lab SCIT

Research Interest 

Smart Construction
SHM/NDT techniques
Construction Safety Management
Digital Twin (BIM/GIS) Platform
Disaster Mitigation/Monitoring
Artificial Intelligence (AI) App.
Internet of Things (IoT) App.
Decision-Making Support Process

Education

  • (Ph.D.) KAIST, 03/2004 – 01/2008, Dept. of Civil and Environmental Engineering
  • (M.S.), KAIST, 03/2002 – 02/2004, Dept. of Civil and Environmental Engineering
  • (B.S.), KAIST, 03/1997 – 02/2002, Dept. of Civil and Environmental Engineering

Experience

  • 2025~Present, Director of NRF ERC (AI plus K-Construction Infrastructure Resilience Research Center)
  • 2022~2025, Director of BK21four (Global Frontiers of Resilient EcoSmart City) of the Ministry of Education
  • 2019~Present, Project Director of the Smart City Innovation Talent Development Project under the Ministry of Land, Infrastructure and Transport
  • 2018-Present, CEO of Smart Inside AI Co., Ltd.
  • 2021-2022, Associate Dean of the College of Engineering at Sungkyunkwan University
  • 2009-Present, Assistant Professor, Associate Professor, and Professor in the Department of Civil and Environmental Engineering at Sungkyunkwan University
  • 2008-2009, Postdoctoral Researcher and Research Professor in the Department of Mechanical Engineering at Virginia Tech
  • 1997-2008, Bachelor's, Master's, and Ph.D. degrees from the Department of Civil and Environmental Engineering at KAIST

Journal Articles

  • (2026)  Carbonation reactivity of wollastonite enhanced by incorporating sodium-based alkali additives.  JOURNAL OF CO2 UTILIZATION.  106,  103378
  • (2026)  IMU-based recognition of ergonomically unsafe postures in construction work using image encoding and Vision Mamba.  ADVANCED ENGINEERING INFORMATICS.  72,  104511
  • (2026)  FIRE-EVSim: A BIM and 3D Simulation-based Framework for Enhanced Early Fire Detection in Electric Vehicle Charging Infrastructure.  DEVELOPMENTS IN THE BUILT ENVIRONMENT. 
  • (2026)  Microstructure and pore water evolution in calcium silicate cement blends with Portland cement, calcium aluminate cement and calcium sulfoaluminate cement under CO2 curing.  JOURNAL OF BUILDING ENGINEERING.  121,  115635
  • (2026)  Computer vision-based steel strand tension evaluation.  ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE.  166,  113718
  • (2026)  Mitigating class imbalance in deep learning-based multi-class structural damage recognition using an informatics-oriented data augmentation framework.  ADVANCED ENGINEERING INFORMATICS.  71,  104430
  • (2026)  Real-time anticipatory urban flood warning using CCTV and Page–Hinkley change detection.  DEVELOPMENTS IN THE BUILT ENVIRONMENT.  25,  100866
  • (2026)  Can Fully Vacuum-Processed Perovskite Solar Cells Follow the Footprint of OLEDs?.  ADVANCED ENERGY MATERIALS.  Issue,  06169
  • (2025)  Flux leakage detection from small curved metallic cracks using a TFR–image embedded data-driven framework with enhanced magneto-sensor network design.  MEASUREMENT.  10,  10
  • (2025)  Carbon Nanotube Artificial Muscles Multistimuli ActuationMechanisms and Emerging Applications.  SMALL.  Issue,  12061
  • (2025)  Concrete crack reasoning: Explainable defect diagnosis incorporating generative Pretrained transformer 4 and multimodal nondestructive testing data.  AUTOMATION IN CONSTRUCTION.  181,  106661
  • (2025)  Machine learning-augmented magneto-hall sensor network analysis for optimized MFL imaging and detection in ferromagnetic structural component.  SENSORS AND ACTUATORS A-PHYSICAL.  397,  117277
  • (2025)  Impact of in-situ carbonation and slag replacement on hydration, microstructure and durability of cement paste.  JOURNAL OF INDUSTRIAL AND ENGINEERING CHEMISTRY.  00,  00
  • (2025)  From prediction to prioritization Automated framework for delay risk management in highway earthwork projects.  AUTOMATION IN CONSTRUCTION.  181,  106588
  • (2025)  Enhanced signal processing for MFL-based steel pipe defect detection combining ICEEMDAN with multi-feature-GA-WTD method.  STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL.  00,  00
  • (2025)  Classification of Sewer Defects Using Point Clouds Based on a Novel Sewer Vision Transformer With Cross-Modal In-Domain Knowledge.  IEEE SENSORS JOURNAL.  00,  00
  • (2025)  Deformation monitoring and structural health evaluation of railways in the wonju region, South Korea, using Sentinel‑1 SAR data and DInSAR technique.  STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL.  00,  00
  • (2025)  Point-to-Pixel Early Fusion of LiDAR and Image Data for Accurate Assessment of Section Loss Damage in Steel Structural Components.  MEASUREMENT.  249,  116914
  • (2025)  Point-to-pixel early fusion of LiDAR and image data for accurate assessment of section loss damage in steel structural components.  MEASUREMENT.  249,  116914
  • (2025)  Neural radiance fields for construction site scene representation and progress evaluation with BIM.  AUTOMATION IN CONSTRUCTION.  172,  106013

Publications

  • (2019)  스마트시티를 위한 빅데이터 기술.  알앤비기획.  Lead author
  • (2016)  스마트도시개론-03 스마트도시 기반기술.  (주)승림디앤씨.  Co-author
  • (2011)  MORDEN TELEMETRY.  InTech.  Lead author

Patent/Intellectual Property

  • Image-based object recognition method and system based on learning of environment variable data.  18/357901.  20240416.  UNITED STATES
  • YOLO v5 (욜로 브이 5)을 활용한 영상데이터 기반 건설현장 작업자 탐지 알고리즘.  C-2022-045305.  20221115.  KOREA, REPUBLIC OF
  • 가속도 데이터를 활용한 궤적 추적 및 LSTM(엘에스티엠)기반의 경로 예측 알고리즘.  C-2022-045306.  20221115.  KOREA, REPUBLIC OF
  • 압전 센서 복합체, 콘크리트 조기 강도 추정 장치 및 콘크리트 조기 강도 추정 방법.  10-2021-0008025.  20220929.  KOREA, REPUBLIC OF
  • 드론을 이용한 구조물의 변화 검출 방법 및 시스템(METHOD AND SYSTEM FOR DETECTING CHANGE OF STRUCTURE USING DRONE).  10-2330-0550000.  20211118.  KOREA, REPUBLIC OF
  • 철골부재 생산공정을 관리하는 방법, 서버, 컴퓨터 프로그램, 및 컴퓨터 판독가능 기록 매체.  10-2019-0156796.  20210908.  KOREA, REPUBLIC OF
  • 재난 관리를 위한 UAV 이미지 및 딥러닝 알고리즘을 활용한 Damage Map(데미지 맵) 추정 알고리즘.  C-2021-022863.  20210604.  KOREA, REPUBLIC OF
  • 컨볼루션 신경망을 활용한 고해상도 영상데이터 기반 산불 감지 알고리즘.  C-2021-022862.  20210604.  KOREA, REPUBLIC OF
  • 영상정보 이상상태 감지를 위한 딥러닝 알고리즘.  C-2019-026916.  20191001.  KOREA, REPUBLIC OF
  • 와이어로프 Magnetic Flux(자속) 뷰어 (32채널).  C-2019-023803.  20190829.  KOREA, REPUBLIC OF
  • 케이블의 직경 변화에 대응 가능한 케이블 진단 장치 및 이를 이용한 케이블 진단 방법(CABLE DIAGNOSING APPARATUS CAPABLE OF BEING ADJUSTABLE TO CABLE DIAMETER CHANGE AND DIAGNOSING METHOD OF CABLE USING THE SAME).  10-1819-3970000.  20180110.  KOREA, REPUBLIC OF
  • 누설자속 기반 5가닥 와이어 동시 진단 UI.  C-2017-034708.  20171220.  KOREA, REPUBLIC OF
  • 강판 10채널 누설자속 스캐너.  C-2017-032926.  20171211.  KOREA, REPUBLIC OF
  • 형상정보기반 건물에너지 진단정보 가시화 프로그램.  C-2017-013721.  20170615.  KOREA, REPUBLIC OF
  • 8채널 누설자속(MFL) 신호수집 및 신호처리 프로그램.  C-2017-000148.  20161214.  KOREA, REPUBLIC OF
  • 케이블 검사 장치 및 다채널 케이블 검사 장치.  10-2015-0074884.  20161207.  KOREA, REPUBLIC OF
  • 상태 모니터링이 가능한 프리-스트레스 구조물 및 그 시공방법.  10-2016-0027746.  20161109.  KOREA, REPUBLIC OF
  • 레이저스캔데이터를 이용한 옥트리기반 구조물 형상정보 가시화 프로그램.  C-2016-022475.  20160922.  KOREA, REPUBLIC OF
  • PSC 거더 정착구-쉬스관 연결형 EM 센서.  10-2016-0009989.  20160830.  KOREA, REPUBLIC OF
  • 프리스트레스 콘크리트 거더에 형성된 개별 텐던의 긴장력 측정장치.  10-2015-0040155.  20160829.  KOREA, REPUBLIC OF

Conference Paper

  • (2026)  Elastomagnetic Sensing for Tension Monitoring of Embedded Steel Rods in FCM Bridges: Amplitude–Phase Features with Thermal Decoupling.  2nd Latin-American Workshop on Structural Health Monitoring.  CHILE
  • (2025)  Development of a Monocular Camera-Based Verticality Measurement Technique for Vertical Shafts.  The 2nd Campus Asia International Symposium.  JAPAN
  • (2025)  Hybrid Vision Based Real time Detection of Construction Tools for on-site Construction Safety.  The 2nd Campus Asia International Symposium.  JAPAN
  • (2025)  Test Input Validation for Vision-based DL Systems: An Active Learning Approach.  Software Engineering in Practice (SEIP) track at the 47th International Conference on Software Engineering (ICSE 2025).  CANADA
  • (2025)  Test Input Validation for Vision-based DL Systems: An Active Learning Approach.  International Conference on Software Engineering.  CANADA
  • (2024)  고속도로 건설 공정관리 의사결정을 위한 공기 지연 예측 모델 개발.  2024 한국전산구조공학회 학술심포지엄.  KOREA, REPUBLIC OF
  • (2024)  구조물 손상평가를 위한 Advanced 3D 인젠기반 BIM to AR 통합 연구.  2024 한국전산구조공학회 학술심포지엄.  KOREA, REPUBLIC OF
  • (2024)  A Study on the Implementation of Flood Monitoring and Access Warning System Using CCTV and Image Preprocessing.  24th International Conference on Construction Applications of Virtual Reality (CONVR 2024).  AUSTRALIA
  • (2024)  BIM-Based Visualization of Dynamic Hazards on Con-struction Sites Using CCTV Data.  24th International Conference on Construction Applications of Virtual Reality (CONVR 2024).  AUSTRALIA
  • (2024)  Drowning Accident Prevention in Construction Sites via Computer Vision-Based Flood Area Estimation.  24th International Conference on Construction Applications of Virtual Reality (CONVR 2024).  AUSTRALIA
  • (2024)  Leveraging 3D Engine-Driven Synthetic Data and Machine Learning for Improved Structural Damage Recognition.  24th International Conference on Construction Applications of Virtual Reality (CONVR 2024).  AUSTRALIA
  • (2024)  Automatic generation of inspection report based on visual QA for segmentation and grading of typical bridge damage on superstructure.  2024 대한토목학회 정기학술대회.  KOREA, REPUBLIC OF
  • (2024)  CEEMDAN과 딥러닝 기법을 결합한 MFL 기반 강관 결함 검출을 위한 향상된 신호 처리 방법.  2024 대한토목학회 정기학술대회.  KOREA, REPUBLIC OF
  • (2024)  IMU 센서와 딥러닝을 통한 건설현장 안전고리 체결 유무 판단.  2024 대한토목학회 정기학술대회.  KOREA, REPUBLIC OF
  • (2024)  고속도로 건설 프로젝트 문서를 활용한 토공사 리스크 관리 자동화 프레임워크.  2024 대한토목학회 정기학술대회.  KOREA, REPUBLIC OF
  • (2024)  드론 탑재형 라이다를 활용한 교량 구조물 세그멘테이션 기법.  2024 대한토목학회 정기학술대회.  KOREA, REPUBLIC OF
  • (2024)  NVIDIA Omniverse-based approach of enhancing hazard recognition using synthetic data and auto-labelling framework.  2024 대한토목학회 정기학술대회.  KOREA, REPUBLIC OF
  • (2024)  비계 붕괴 사고 예방을 위한 AI 기반 동적 거동 모니터링 시스템 개발.  2024 대한토목학회 정기학술대회.  KOREA, REPUBLIC OF
  • (2024)  전자기 시뮬레이션 및 실험 기반의 자기탄성 센서의 설계 최적화 연구.  2024 가을 학술발표회 및 포럼.  KOREA, REPUBLIC OF
  • (2024)  3D 엔진 기반 합성 데이터 생성을 통한 머신러닝 구조 손상 감지성능 향상.  2024 가을 학술발표회 및 포럼.  KOREA, REPUBLIC OF

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