Yi Xiao 肖屹

Ph.D. Candidate

Email: xiao_yi@whu.edu.cn; xy574475@gmail.com

Wuhan University | 武汉大学
 School of Geodesy and Geomatics | 测绘学院
 Institute of Aerospace Survey | 航空航天测绘研究所

 Google Scholar GitHub ResearchGate Curriculum Vitae

📌 Looking for a post-doc or teaching position. Feel free to contact me!

Biography

Yi Xiao is a Ph.D. candidate at Wuhan University, under the supervision of Prof. Qiangqiang Yuan (袁强强) and Liangpei Zhang (张良培). He received his B.S. degree from the China University of Geoscience and Huazhong University of Science and Technology and his M.S. degree from Wuhan University. His research interests include remote sensing image/video processing and computer vision, mainly focusing on super-resolution and low-level vision tasks.

News

(08/2024) One paper Frequency-Assisted Mamba for Remote Sensing Image Super-Resolution has been accepted by IEEE TMM.
(07/2024) Four papers BSVSR, EDiffSR, TTST, LGTD have been selected as ESI Highly Cited Papers (TOP 1%).
(05/2024) Our paper DRSR has been selected as ESI Hot Paper (TOP 0.1%).
(04/2024) One paper Image Enhancement via Associated Perturbation Removal and Texture Reconstruction Learning has been accepted by IEEE/CAA JAS.
(04/2024) I was supported by the Basic Research Fund for Young Students of NSFC | 🎉 获批首届国自然博士生基金 [新闻链接]
(03/2024) One co-author paper Satellite video single object tracking: A systematic review and an oriented object tracking benchmark has been accepted by ISPRS P&RS.
(01/2024) One paper TTST: A Top-k Token Selective Transformer for Remote Sensing Image Super-Resolution has been accepted by IEEE TIP.
(01/2024) One paper EDiffSR: An Efficient Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution has been accepted by IEEE TGRS.

Experience

2022.09~2025.06 Ph.D. in Wuhan University, School of Geodesy and Geomatics
2020.09~2022.06 M.S. in Wuhan University, School of Geodesy and Geomatics
2018.09~2020.06 B.E. in Huazhong University of Science and Technology, School of Computer Science and Technology
2016.09~2020.06 B.S. in China University of Geoscience (Wuhan), School of Mathematics and Physics

Selected Publications [ Citation: ]

	From Degrade to Upgrade: Learning a Self-Supervised Degradation-Guided Adaptive Network for Blind Remote Sensing Image Super-Resolution Y. Xiao, Q. Yuan, K. Jiang, J. He, Y. Wang, L. Zhang Information Fusion (INF FUS), 2023 (SCI Q1 TOP, IF=) [PDF] [Code] ⭐ ESI Hot Paper ⭐ ESI Highly Cited Paper
	Multi-Axis Feature Diversity Enhancement for Remote Sensing Video Super-Resolution Y. Xiao, Q. Yuan, K. Jiang, Y. Chen, S. Wang, CW. Lin IEEE Transactions on Image Processing (IEEE TIP), submitted (SCI Q1 TOP, IF=) [PDF] [Code]
	TTST: A Top-k Token Selective Transformer for Remote Sensing Image Super-Resolution Y. Xiao, Q. Yuan, K. Jiang, J. He, CW. Lin, L. Zhang IEEE Transactions on Image Processing (IEEE TIP), 2024 (SCI Q1 TOP, IF=) [PDF] [Code] ⭐ ESI Highly Cited Paper
	Frequency-Assisted Mamba for Remote Sensing Image Super-Resolution Y. Xiao, Q. Yuan, K. Jiang, Y. Chen, Q. Zhang, CW. Lin IEEE Transactions on Multimedia (IEEE TMM), 2024 (SCI Q1 TOP, IF=) [PDF] [Code]
	Local-Global Temporal Difference Learning for Satellite Video Super-Resolution Y. Xiao, Q. Yuan, K. Jiang, X. Jin, J. He, L. Zhang, CW. Lin IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2023 (SCI Q1 TOP, IF=) [PDF] [Code] ⭐ ESI Highly Cited Paper
	EDiffSR: An Efficient Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution Y. Xiao, Q. Yuan, K. Jiang, J. He, X. Jin, L. Zhang IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2024 (SCI Q1 TOP, IF=) [PDF] [Code] ⭐ ESI Highly Cited Paper
	Deep Blind Super-Resolution for Satellite Video Y. Xiao, Q. Yuan, Q. Zhang, L. Zhang IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2023 (SCI Q1 TOP, IF=) [PDF] [Code] ⭐ ESI Highly Cited Paper
	Satellite Video Super-Resolution via Multi-Scale Deformable Convolution Alignment and Temporal Grouping Projection Y. Xiao, X. Su, Q. Yuan, D. Liu, H. Shen, L. Zhang IEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2022 (SCI Q1 TOP, IF=) [PDF] [Code] ⭐ ESI Highly Cited Paper
	Space-Time Super-Resolution for Satellite Video: A Joint Framework Based on Multi-Scale Spatial-Temporal Transformer Y. Xiao, Q. Yuan, J. He, Q. Zhang, J. Sun, X. Su, J. Wu, L. Zhang International Journal of Applied Earth Observation and Geoinformation (JAG), 2022 (SCI Q1 TOP, IF=) [PDF] [Code] ⭐ ESI Highly Cited Paper
	Generating a Long-Term (2003-2020) Hourly 0.25° Global PM2.5 Dataset via Spatiotemporal Downscaling of CAMS with Deep Learning (DeepCAMS) Y. Xiao†, Y. Wang†, Q. Yuan, J. He, L. Zhang Science of The Total Environment (STOTEN), 2022 (SCI Q1 TOP, IF=, † Equal Contribution) [PDF] [Code] [Dataset]
	Remote Sensing Image Super-Resolution via Cross-Scale Hierarchical Transformer Y. Xiao, Q. Yuan, J. He, L. Zhang Geo-spatial Information Science (GSIS), 2023 (SCI Q1 TOP, IF=) [PDF]
	Image Enhancement via Associated Perturbation Removal and Texture Reconstruction Learning K. Jiang, R. Wang, Y. Xiao, J. Jiang, X. Xu, T. Lu IEEE/CAA Journal of Automatica Sinica (IEEE/CAA JAS), 2024 (SCI Q1 TOP, IF=, * Corresponding Author) [Code]
	Satellite Video Single Object Tracking: A Systematic Review and An Oriented Object Tracking Benchmark Y. Chen, Y. Tang, Y. Xiao, Q. Yuan, Y. Zhang, F. Liu, J. He, L. Zhang ISPRS Journal of Photogrammetry and Remote Sensing (ISPRS P&RS), 2024 (SCI Q1 TOP, IF=) [PDF] [Code] ⭐ ESI Highly Cited Paper
	Hyperspectral Image Denoising: From Model-Driven, Data-Driven, to Model-Data-Driven Q. Zhang, Y. Zheng, Q. Yuan, M. Song, H. Yu, Y. Xiao IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2023 (SCI Q1 TOP, IF=) [PDF] [Dataset] ⭐ ESI Highly Cited Paper
	Spectral Super-Resolution Meets Deep Learning: Achievements and Challenges J. He, Q. Yuan, J. Li, Y. Xiao, D. Liu, H. Shen, L. Zhang Information Fusion (INF FUS), 2023 (SCI Q1 TOP, IF=) [PDF] [Code]
	数据驱动的多源遥感信息融合研究进展张良培, 何江, 杨倩倩, 肖屹, 袁强强测绘学报, 2022 [PDF]

Invited Talks

2024/05/31: Talk at Student Forum of China Society of Image and Graphics [CSIG学生会员分享论坛·遥感影像超分辨率重建]

Services

Peer Review:

IEEE TPAMI, TIP, TNNLS, TVCG, TGRS, TCSVT, TMM, TCYB, TMI, TOMM, TAI, JSTARS, GRSL, SPL, 中国科学信息科学
Remote Sensing of Environment
ISPRS Journal of Photogrammetry & Remote Sensing
Pattern Recognition
Neural Networks
Information Fusion
Signal Processing

Awards and Honors

2023, 2024: First Prize of Graduate Academic Innovation, WHU | 武汉大学“研究生学术创新奖”一等奖
2022: National Scholarship for Graduate Student, Ministry of Education | 博士研究生国家奖学金
2017, 2018, 2019: Outstanding Student Pacemaker, CUG | 中国地质大学（武汉）优秀学生标兵
2017, 2018, 2019: National Encouragement Scholarship, CUG | 国家励志奖学金