Yilei Shi

Yilei Shi

Technische Universität München

H-index: 19

Europe-Germany

About Yilei Shi

Yilei Shi, With an exceptional h-index of 19 and a recent h-index of 18 (since 2020), a distinguished researcher at Technische Universität München, specializes in the field of Remote Sensing, Machine Learning, Deep Learning, HPC, Big Geospatial Data.

His recent articles reflect a diverse array of research interests and contributions to the field:

Few-shot Object Detection in Remote Sensing: Lifting the Curse of Incompletely Annotated Novel Objects

Decouple and weight semi-supervised semantic segmentation of remote sensing images

Large-scale flood modeling and forecasting with FloodCast

HydroPML: Towards Unified Scientific Paradigms for Machine Learning and Process-based Hydrology

A Review of Building Extraction from Remote Sensing Imagery: Geometrical Structures and Semantic Attributes

Urban land cover classification from Sentinel-2 images with quantum-classical network

High-resolution cloud removal with multi-modal and multi-resolution data fusion: A new baseline and benchmark

3DCentripetalNet: Building height retrieval from monocular remote sensing imagery

Yilei Shi Information

University

Position

Chair of Remote Sensing Technology

Citations(all)

1306

Citations(since 2020)

1235

Cited By

269

hIndex(all)

19

hIndex(since 2020)

18

i10Index(all)

27

i10Index(since 2020)

25

Email

University Profile Page

Technische Universität München

Google Scholar

View Google Scholar Profile

Yilei Shi Skills & Research Interests

Remote Sensing

Machine Learning

Deep Learning

HPC

Big Geospatial Data

Top articles of Yilei Shi

Title

Journal

Author(s)

Publication Date

Few-shot Object Detection in Remote Sensing: Lifting the Curse of Incompletely Annotated Novel Objects

IEEE Transactions on Geoscience and Remote Sensing

Fahong Zhang

Yilei Shi

Zhitong Xiong

Xiao Xiang Zhu

2024/1/8

Decouple and weight semi-supervised semantic segmentation of remote sensing images

ISPRS Journal of Photogrammetry and Remote Sensing

Wei Huang

Yilei Shi

Zhitong Xiong

Xiao Xiang Zhu

2024/6/1

Large-scale flood modeling and forecasting with FloodCast

arXiv preprint arXiv:2403.12226

Qingsong Xu

Yilei Shi

Jonathan Bamber

Chaojun Ouyang

Xiao Xiang Zhu

2024/3/18

HydroPML: Towards Unified Scientific Paradigms for Machine Learning and Process-based Hydrology

Qingsong Xu

Yilei Shi

Jonathan Bamber

Ye Tuo

Ralf Ludwig

...

2024/3/7

A Review of Building Extraction from Remote Sensing Imagery: Geometrical Structures and Semantic Attributes

Qingyu Li

Lichao Mou

Yao Sun

Yuansheng Hua

Yilei Shi

...

2024/3/1

Urban land cover classification from Sentinel-2 images with quantum-classical network

Fan Fan

Yilei Shi

Xiao Xiang Zhu

2023/5/17

High-resolution cloud removal with multi-modal and multi-resolution data fusion: A new baseline and benchmark

arXiv preprint arXiv:2301.03432

Fang Xu

Yilei Shi

Patrick Ebel

Wen Yang

Xiao Xiang Zhu

2023/1/9

3DCentripetalNet: Building height retrieval from monocular remote sensing imagery

Qingyu Li

Lichao Mou

Yuansheng Hua

Yilei Shi

Sining Chen

...

2023/6/1

Self-supervised Domain-agnostic Domain Adaptation for Satellite Images

arXiv preprint arXiv:2309.11109

Fahong Zhang

Yilei Shi

Xiao Xiang Zhu

2023/9/20

Adaptive Bins for Monocular Height Estimation from Single Remote Sensing Images

Sining Chen

Yilei Shi

Zhitong Xiong

Xiao Xiang Zhu

2023/7/16

Semi-supervised bidirectional alignment for remote sensing cross-domain scene classification

ISPRS Journal of Photogrammetry and Remote Sensing

Wei Huang

Yilei Shi

Zhitong Xiong

Qi Wang

Xiao Xiang Zhu

2023/1/1

A large-scale flood modeling using geometry-adaptive physics-informed neural solver and Earth observation data

EGU General Assembly Conference Abstracts

Qingsong Xu

Yilei Shi

Jonathan Bamber

Chaojun Ouyang

Xiao Xiang Zhu

2023/5

Pseudo features guided self-training for domain adaptive semantic segmentation of satellite images

IEEE Transactions on Geoscience and Remote Sensing

Fahong Zhang

Yilei Shi

Zhitong Xiong

Wei Huang

Xiao Xiang Zhu

2023/5/31

Multimodal and Multiresolution Data Fusion for High-Resolution Cloud Removal: A Novel Baseline and Benchmark

IEEE Transactions on Geoscience and Remote Sensing

Fang Xu

Yilei Shi

Patrick Ebel

Wen Yang

Xiao Xiang Zhu

2023/12/12

Polyhedron-Based Graph Neural Network for Compact Building Model Reconstruction

Zhaiyu Chen

Yilei Shi

Zhitong Xiong

Xiao Xiang Zhu

2023/7/16

Hybrid quantum-classical convolutional neural network model for image classification

Science China Physics, Mechanics & Astronomy

Junhua Liu

Kwan Hui Lim

Kristin L Wood

Wei Huang

Chu Guo

...

2021/9

A Swin Transformer-Based Model for Thyroid Nodule Detection in Ultrasound Images

JoVE (Journal of Visualized Experiments)

Ye Tian

Jingqiang Zhu

Lei Zhang

Lichao Mou

Xiaoxiang Zhu

...

2023/4/21

Ucdformer: Unsupervised change detection using real-time transformers

Qingsong Xu

Yilei Shi

Xiao Xiang Zhu

2023/5/17

AdaptMatch: Adaptive Matching for Semisupervised Binary Segmentation of Remote Sensing Images

IEEE Transactions on Geoscience and Remote Sensing

Wei Huang

Yilei Shi

Zhitong Xiong

Xiao Xiang Zhu

2023/11/28

Roof Superstructure Detection from Aerial Imagery

Qingyu Li

Sebastian Krapf

Lichao Mou

Yilei Shi

Xiao Xiang Zhu

2023/7/16

See List of Professors in Yilei Shi University(Technische Universität München)

Co-Authors

H-index: 80
Wotao Yin

Wotao Yin

University of California, Los Angeles

H-index: 76
Xiao Xiang Zhu

Xiao Xiang Zhu

Technische Universität München

H-index: 9
Qingyu Li

Qingyu Li

Technische Universität München

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