Shuai Yuan
Shuai Yuan ｜ 袁帅
MPhil Candidate in
Department of Electrical Engineering,
City University of Hong Kong
Bachelor in
Department of Electronic Engineering,
Tsinghua University
Email: shuayuan4-c@my.cityu.edu.hk
[Google Scholar]
Education Background
Now
City University of Hong Kong, MPhil in Dept. Electrical Engineering
2021 Graduated from
Tsinghua University, B.S. in Dept. of Electronic Engineering
Intern Experience
Jun 2018 – Oct 2019
National Supercomputer Center in Wuxi, Research Engineer
Jan 2019 – Present
High Performance Geo-Computing Group
Research Interest
Time Series Analysis on Urban Development
Building Extraction, Change Detection, Semantic Segmentation
- Proposed a semantic segmentation method based on D-LinkNet and reached OAs of 95.33%.
- Proposed a complete approach for building extraction including preprocessing, training, ensemble learning, etc
- Offered a long time series analysis and change detection on Beijing main city from 2000 to 2015.
Coal-Fired Power Plant (CFPP) Monitoring
Multi-Stage, Feature Fusion, Small Object Detection
- Constructed a dataset for chimney and condensing tower detection. (to be published)
- Proposed a small object detection method for power plants using very high-resolution (VHR) satellite images.
- Offered a detection analysis on time-series changes of CFPP in the northeast region of China.
Publications
(* Equal Contribution, # Corresponding Author)
[1] Yuan, S., Dong, R., Zheng, J., Wu, W., Zhang, L., Li, W., Fu, H.# Long time-series analysis on urban development based on effective building extraction. 2020. Proc. of SPIE. [Paper]