SangHyun Lee
University of Michigan
H-index: 60
North America-United States
Top articles of SangHyun Lee
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Deep-Learning Domain Adaptation to Improve Generalizability across Subjects and Contexts in Detecting Construction Workers’ Stress from Biosignals | Journal of Computing in Civil Engineering | Gaang Lee SangHyun Lee | 2024/5/1 |
Time-series data clustering with load-shape preservation for identifying residential energy consumption behaviors | Energy and Buildings | Jinwoo Kim Kwonsik Song Gaang Lee SangHyun Lee | 2024/4/4 |
Hybrid DNN training using both synthetic and real construction images to overcome training data shortage | Automation in Construction | Jinwoo Kim Daeho Kim SangHyun Lee Seokho Chi | 2023/5/1 |
Near Real-time 3D reconstruction and quality 3d point cloud for time-critical construction monitoring | Buildings | Zuguang Liu Daeho Kim Sanghyun Lee Li Zhou Xuehui An | 2023/2/8 |
Sensor-integrated hybrid blockchain system for supply chain coordination in volumetric modular construction | Journal of Construction Engineering and Management | Dongmin Lee Leyang Wen Jin Ouk Choi SangHyun Lee | 2023/1/1 |
3D Excavator Pose Estimation Using Projection-Based Pose Optimization for Contact-Driven Hazard Monitoring | Journal of Computing in Civil Engineering | Leyang Wen Daeho Kim Meiyin Liu SangHyun Lee | 2023/1/1 |
Collective Sensing of Workers’ Loss of Body Balance for Slip, Trip, and Fall Hazard Identification: Field Validation Study | Journal of Computing in Civil Engineering | Hoonyong Lee Gaang Lee Seongeun Park SangHyun Lee Jesse V Jacobs | 2023/1/1 |
Assessing exposure to slip, trip, and fall hazards based on abnormal gait patterns predicted from confidence interval estimation | Automation in Construction | Hoonyong Lee Gaang Lee SangHyun Lee Changbum R Ahn | 2022/7/1 |
Delegation or collaboration: Understanding different construction stakeholders’ perceptions of robotization | Journal of Management in Engineering | YeSeul Kim Hyunsoo Kim Robin Murphy SangHyun Lee Changbum R. Ahn | 2022/1 |
Construction noise management: A systematic review and directions for future research | Mostafa Mir Farnad Nasirzadeh SangHyun Lee Densil Cabrera Anthony Mills | 2022/8/1 | |
Construction Image Synthetization to Overcome a Small, Biased Real Training Dataset for DNN-Powered Visual Scene Understanding | Jinwoo Kim Daeho Kim SangHyun Lee | 2022/12/11 | |
Advancing Towards Automated Ergonomic Assessment: A Panel of Perspectives | Daniel P Armstrong Christopher AB Moore Lora A Cavuoto Sean Gallagher SangHyun Lee | 2022 | |
Conditional generative adversarial networks with adversarial attack and defense for generative data augmentation | Journal of Computing in Civil Engineering | Francis Baek Daeho Kim Somin Park Hyoungkwan Kim SangHyun Lee | 2022/5/1 |
Digital twin-driven deep reinforcement learning for adaptive task allocation in robotic construction | Advanced Engineering Informatics | Dongmin Lee SangHyun Lee Neda Masoud MS Krishnan Victor C Li | 2022/8/1 |
Investigating the effects of different levels and types of construction noise on emotions using EEG data | Building and Environment | Mostafa Mir Farnad Nasirzadeh Hannah Bereznicki Peter Enticott SangHyun Lee | 2022/11/1 |
Synthetic Training Image Dataset for Vision-Based 3D Pose Estimation of Construction Workers | Jinwoo Kim Daeho Kim Julianne Shah SangHyun Lee | 2022 | |
Paired electrodes-and contraint independent components analysis-based denoising to alleivate motion artifacts in electroencephalogram collected at construction sites | Gaang Lee Juhyeon Bae SangHyun Lee | 2022/7/24 | |
The psychological mechanism of construction workers’ safety participation: The social identity theory perspective | Journal of safety research | Byungjoo Choi SangHyun Lee | 2022/9/1 |
Human-centric robotic manipulation in construction: Generative adversarial networks based physiological computing mechanism to enable robots to perceive workers’ cognitive load | Canadian Journal of Civil Engineering | Yizhi Liu Amit Ojha Shayan Shayesteh Houtan Jebelli SangHyun Lee | 2022/7/5 |
Feasibility of a mobile electroencephalogram (EEG) sensor-based stress type classification for construction workers | Gaang Lee SangHyun Lee | 2022 |
Co-Authors
