Yi Xiao 肖屹

Ph.D. Candidate

📩 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

✒️ 真正的成功只有一个，就是用自己喜欢的方式度过一生。—— 当年明月

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

(01/2025) I was supported by the Youth Talents Support Project - Doctoral Student Special Program | 🎉 首届中国科协青年人才托举工程-博士生专项 [链接]
(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 Project for Young Students of NSFC | 🎉 首届国自然博士生基金 [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 Xiao Y, Yuan Q, Jiang K, He J, Wang Y, Zhang L Information Fusion (INFFUS), 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 Xiao Y, Yuan Q, Jiang K, Chen Y, Wang S, Lin CW 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 Xiao Y, Yuan Q, Jiang K, He J, Lin CW, Zhang L 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 Xiao Y, Yuan Q, Jiang K, Chen Y, Zhang Q, Lin CW IEEE Transactions on Multimedia (IEEE TMM), 2024 (SCI Q1 TOP, IF=) [PDF] [Code]
	Local-Global Temporal Difference Learning for Satellite Video Super-Resolution Xiao Y, Yuan Q, Jiang K, Jin X, He J, Zhang L, Lin CW 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 Xiao Y, Yuan Q, Jiang K, He J, Jin X, Zhang L 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 Xiao Y, Yuan Q, Zhang Q, Zhang L 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 Xiao Y, Su X, Yuan Q, Liu D, Shen H, Zhang L 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 Xiao Y, Yuan Q, He J, Zhang Q, Sun J, Su X, Wu J, Zhang L 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) Xiao Y#, Wang Y#, Yuan Q, He J, Zhang L 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 Xiao Y, Yuan Q, He J, Zhang L Geo-spatial Information Science (GSIS), 2023 (SCI Q1 TOP, IF=) [PDF]
	Image Enhancement via Associated Perturbation Removal and Texture Reconstruction Learning Jiang K, Wang R, Xiao Y, Jiang J, Xu X, Lu T IEEE/CAA Journal of Automatica Sinica (IEEE JAS), 2024 (SCI Q1 TOP, IF=, * Corresponding Author) [Code]
	Satellite Video Single Object Tracking: A Systematic Review and An Oriented Object Tracking Benchmark Chen Y, Tang Y, Xiao Y, Yuan Q, Zhang Y, Liu F, He J, Zhang L ISPRS Journal of Photogrammetry and Remote Sensing (ISPRS), 2024 (SCI Q1 TOP, IF=) [PDF] [Code] ⭐ ESI Highly Cited Paper
	Hyperspectral Image Denoising: From Model-Driven, Data-Driven, to Model-Data-Driven Zhang Q, Zheng Y, Yuan Q, Song M, Yu H, Xiao Y 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 He J, Yuan Q, Li J, Xiao Y, Liu D, Shen H, Zhang L Information Fusion (INFFUS), 2023 (SCI Q1 TOP, IF=) [PDF] [Code]

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 and Remote Sensing, Neural Networks, Pattern Recognition, ...

Awards and Honors

2024: First Prize of Wang Zhizhuo Innovative Talent Scholarship, WHU | 武汉大学“王之卓创新人才奖”一等奖
2023, 2024: First Prize of Graduate Academic Innovation Scholarship, 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
2024: Pacemaker to Outstanding Graduate Students, WHU | 武汉大学优秀研究生标兵
2017, 2018, 2019: Pacemaker to Outstanding Students, 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