Research

Research Interests

Current Research Project

Autonomous Evolutionary AI-Based Smart Sensing Platform for Early Detection and Proactive Response to Levee Failures (2024 STEAM 연구사업(미래유망파이오니어(전략형)) - 자율 진화형 인공지능 기반 제방 붕괴 조기 감지 및 선제적 대응 스마트 센싱 플랫폼 개발)

• Agency: National Research Foundation of Korea (한국연구재단)
• Role: Principal Investigator
• Period: 2024-2028

Vision-based Safety Securing Technology for Temporary Structure Installation and Dismantlement (스마트건설기술개발사업 9세부: 영상 기반 임시 구조물 설치 해체 단계 안전 확보 기술

• Agency: The Korea Agency for Infrastructure Technology and Advancement (국토교통과학기술진흥원)
• Role: Co-Principal Investigator
• Period: 2020-2025

Previous Research Project

Yonsei Future-Leading Research Initiative: Participatory Sensing Technology for Data-Driven Road Network Management Decision Support System (연세미래선도연구사업: 데이터 기반 도로망 관리 의사결정지원 시스템을 위한 참여형 센싱 기술)

• Agency: Yonsei University (연세대학교)
• Role: Principal Investigator
• Period: 2021-2024

Development of Intelligent CCTV-AI-Based Construction Site Video Analysis Technology (지능형 CCTV-AI 기반 건설현장 영상분석 기술 개발)

• Agency: KUMHO ENGINEERING & CONSTRUCTION (금호건설)
• Role: Principal Investigator
• Period: 2021-2022, 2022-2024

Vision-based Pavement Condition Assessment for Automated Maintenance and Repair Decision-Making

• Agency: University of Dayton SEED Grant
• Role: Principle Investigator
• Period: 2020

Vision-based construction and safety management: improving earthmoving productivity and disaster preparedness

• Agency: Yonsei University
• Role: Principle Investigator
• Period: 2018-2019

Previous Research Experience

• 2018 ~ 2019 Research Associate, Texas A&M University
  • “Resilient Infrastructure Systems” and “Smart Cities & Sustainable Communities” (PI: Dr. Youngjib Ham)
• 2018 ~ 2019 Research Associate, Yonsei University
  • “Deep learning-based visualization and monitoring of occupational hazards in construction sites for developing a proactive hazard warning interface in augmented reality” National Research Foundation of Korea (PI: Dr. Hyoungkwan Kim)
• 2014 ~ 2018 Graduate Research Assistant, Yonsei University
  • “Intelligent Interactive InfoEcosystem for Automating and Optimizing On-Site Safety/Construction” National Research Foundation of Korea (PI: Dr. Hyoungkwan Kim),
  • “Proactive Adaptation Scenarios for Infrastructures under Climate Change using Probabilistic Life Cycle Cost Analysis” National Research Foundation of Korea (PI: Dr. Hyoungkwan Kim)
• 2013 ~ 2014 Graduate Research Assistant, Yonsei University
  • “Engineering Project Financing Textbook development: Practical course 1” Korea Engineering and Consulting Association (PI: Dr. Hyoungkwan Kim)
  • “Engineering Project Financing Textbook development: Practical course 2” Korea Engineering and Consulting Association (PI: Dr. Hyoungkwan Kim)
  • “Proactive Adaptation Scenarios for Infrastructures under Climate Change using Probabilistic Life Cycle Cost Analysis” National Research Foundation of Korea (PI: Dr. Hyoungkwan Kim)
• 2010 ~ 2012 Undergraduate Research Assistant, Yonsei University
  • “Eco-Simulator for Planning Roads with Minimized Environmental Costs” (National Research Foundation of Korea, PI: Dr. Hyoungkwan Kim)