Yilei Shi

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 104

Top Venues

CoRR

IGARSS

IEEE Trans. Geosci. Remote. Sens.

JURSE

Publications

Xiao Xiang Zhu, Qingyu Li, Yilei Shi, Yuanyuan Wang, Adam J. Stewart, Jonathan Prexl
Global OpenBuildingMap - Unveiling the Mystery of Global Buildings. CoRR (2024)
Fang Xu, Yilei Shi, Patrick Ebel, Wen Yang, Xiao Xiang Zhu
Multimodal and Multiresolution Data Fusion for High-Resolution Cloud Removal: A Novel Baseline and Benchmark. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Fahong Zhang, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu
Few-Shot Object Detection in Remote Sensing: Lifting the Curse of Incompletely Annotated Novel Objects. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Fan Fan, Yilei Shi, Xiao Xiang Zhu
Urban Land Cover Classification with Efficient Hybrid Quantum Machine Learning Model. CEC (2024)
Qingyu Li, Lichao Mou, Yao Sun, Yuansheng Hua, Yilei Shi, Xiaoxiang Zhu
A Review of Building Extraction From Remote Sensing Imagery: Geometrical Structures and Semantic Attributes. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Zhitong Xiong, Sining Chen, Yilei Shi, Xiaoxiang Zhu
Self-Supervised Pretraining With Monocular Height Estimation for Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Kun Qian, Yuanyuan Wang, Peter Jung, Yilei Shi, Xiaoxiang Zhu
HyperLISTA-ABT: An Ultralight Unfolded Network for Accurate Multicomponent Differential Tomographic SAR Inversion. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Xiao Xiang Zhu, Zhitong Xiong, Yi Wang, Adam J. Stewart, Konrad Heidler, Yuanyuan Wang, Zhenghang Yuan, Thomas Dujardin, Qingsong Xu, Yilei Shi
On the Foundations of Earth and Climate Foundation Models. CoRR (2024)
Qingsong Xu, Yilei Shi, Jonathan Bamber, Chaojun Ouyang, Xiao Xiang Zhu
Large-scale flood modeling and forecasting with FloodCast. CoRR (2024)
Fan Fan, Yilei Shi, Xiaoxiang Zhu
Land Cover Classification From Sentinel-2 Images With Quantum-Classical Convolutional Neural Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Qingsong Xu, Nils Thuerey, Yilei Shi, Jonathan Bamber, Chaojun Ouyang, Xiao Xiang Zhu
Physics-embedded Fourier Neural Network for Partial Differential Equations. CoRR (2024)
Yilei Shi, Dong Liang, Shusen Xie, Kai Fu
Fourth-order compact block-centered splitting domain decomposition method for parabolic equations. J. Comput. Appl. Math. 448 (2024)
Fahong Zhang, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu
Few-shot Object Detection in Remote Sensing: Lifting the Curse of Incompletely Annotated Novel Objects. CoRR (2023)
Fahong Zhang, Yilei Shi, Xiao Xiang Zhu
Self-supervised Domain-agnostic Domain Adaptation for Satellite Images. CoRR (2023)
Qingsong Xu, Yilei Shi, Xin Yuan, Xiao Xiang Zhu
Universal Domain Adaptation for Remote Sensing Image Scene Classification. CoRR (2023)
Qingyu Li, Sebastian Krapf, Lichao Mou, Yilei Shi, Xiao Xiang Zhu
Roof Superstructure Detection from Aerial Imagery. IGARSS (2023)
Sining Chen, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu
HTC-DC Net: Monocular Height Estimation From Single Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Fang Xu, Yilei Shi, Patrick Ebel, Wen Yang, Xiao Xiang Zhu
High-Resolution Cloud Removal with Multi-Modal and Multi-Resolution Data Fusion: A New Baseline and Benchmark. CoRR (2023)
Daofei Li, Biao Xu, Linhui Chen, Binbin Tang, Tingzhe Yu, Keyuan Zhou, Nan Qie, Yilei Shi, Cheng Lu, Haimo Zhang
MOSI APP - A Motion Cueing Application to Mitigate Car Sickness While Performing Non-driving Task. HCI (39) (2023)
Fan Fan, Yilei Shi, Xiao Xiang Zhu
Urban Land Cover Classification from Sentinel-2 Images with Quantum-Classical Network. JURSE (2023)
Zhaiyu Chen, Yilei Shi, Liangliang Nan, Zhitong Xiong, Xiao Xiang Zhu
PolyGNN: Polyhedron-based Graph Neural Network for 3D Building Reconstruction from Point Clouds. CoRR (2023)
Qingsong Xu, Yilei Shi, Xiao Xiang Zhu
DisasterNets: Embedding Machine Learning in Disaster Mapping. IGARSS (2023)
Fang Xu, Yilei Shi, Wen Yang, Xiaoxiang Zhu
Multi-Modal Multi-Task Learning for Semantic Segmentation of Land Cover Under Cloudy Conditions. IGARSS (2023)
Qingyu Li, Lichao Mou, Yuansheng Hua, Yilei Shi, Sining Chen, Yao Sun, Xiao Xiang Zhu
3DCentripetalNet: Building height retrieval from monocular remote sensing imagery. Int. J. Appl. Earth Obs. Geoinformation 120 (2023)
Qingsong Xu, Yilei Shi, Xin Yuan, Xiao Xiang Zhu
Universal Domain Adaptation for Remote Sensing Image Scene Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Wei Huang, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu
AdaptMatch: Adaptive Matching for Semisupervised Binary Segmentation of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Fahong Zhang, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu
Pseudo Features Guided Self-training for Domain Adaptive Semantic Segmentation of Aerial Images. JURSE (2023)
Zhaiyu Chen, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu
Polyhedron-Based Graph Neural Network for Compact Building Model Reconstruction. IGARSS (2023)
Yilei Shi, Jie Zhang, Lei Ding, Lina Zhu, Tom Hao Luan
Mobility Aware and Traffic Driven Neighbor Discovery For FANET. ICCC (2023)
Qingsong Xu, Yilei Shi, Jianhua Guo, Chaojun Ouyang, Xiao Xiang Zhu
UCDFormer: Unsupervised Change Detection Using a Transformer-driven Image Translation. CoRR (2023)
Qingyu Li, Sebastian Krapf, Yilei Shi, Xiao Xiang Zhu
SolarNet: A convolutional neural network-based framework for rooftop solar potential estimation from aerial imagery. Int. J. Appl. Earth Obs. Geoinformation 116 (2023)
Yilei Shi, Richard Bamler, Yuanyuan Wang, Xiao Xiang Zhu
High Quality Large-Scale 3-D Urban Mapping with Multi-Master TomoSAR. CoRR (2023)
Qingyu Li, Yao Sun, Lichao Mou, Yilei Shi, Xiao Xiang Zhu
Semi-supervised segmentation of individual buildings from SAR imagery. JURSE (2023)
Qingsong Xu, Yilei Shi, Jonathan L. Bamber, Ye Tuo, Ralf Ludwig, Xiao Xiang Zhu
Physics-aware Machine Learning Revolutionizes Scientific Paradigm for Machine Learning and Process-based Hydrology. CoRR (2023)
Sining Chen, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu
HTC-DC Net: Monocular Height Estimation from Single Remote Sensing Images. CoRR (2023)
Sining Chen, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu
Adaptive Bins for Monocular Height Estimation from Single Remote Sensing Images. IGARSS (2023)
Fahong Zhang, Yilei Shi, Zhitong Xiong, Wei Huang, Xiao Xiang Zhu
Pseudo Features-Guided Self-Training for Domain Adaptive Semantic Segmentation of Satellite Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yilei Shi, Qinyu Li, Xiaoxiang Zhu
Building Footprint Extraction with Graph Convolutional Network. CoRR (2023)
Qingsong Xu, Yilei Shi, Jianhua Guo, Chaojun Ouyang, Xiao Xiang Zhu
UCDFormer: Unsupervised Change Detection Using a Transformer-Driven Image Translation. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yifang Xu, Yunzhuo Sun, Yang Li, Yilei Shi, Xiaoxiang Zhu, Sidan Du
MH-DETR: Video Moment and Highlight Detection with Cross-modal Transformer. CoRR (2023)
Sining Chen, Yilei Shi, Xiao Xiang Zhu
Long-tailed Regression with Ensembles for Monocular Height Estimation from Single Remote Sensing Images. JURSE (2023)
Qingsong Xu, Yilei Shi, Xiao Xiang Zhu
UCDFormer: Unsupervised Change Detection Using Real-time Transformers. JURSE (2023)
Qingsong Xu, Yilei Shi, Xiao Xiang Zhu
DisasterNets: Embedding Machine Learning in Disaster Mapping. CoRR (2023)
Fan Fan, Yilei Shi, Xiao Xiang Zhu
Earth Observation Data Classification with Quantum-Classical Convolutional Neural Network. IGARSS (2022)
Kun Qian, Yuanyuan Wang, Peter Jung, Yilei Shi, Xiaoxiang Zhu
Complex-Valued Sparse Long Short-Term Memory Unit with Application to Super-Resolving SAR Tomography. IGARSS (2022)
Hasan Nasrallah, Abed Ellatif Samhat, Yilei Shi, Xiao Xiang Zhu, Ghaleb Faour, Ali J. Ghandour
Lebanon Solar Rooftop Potential Assessment Using Buildings Segmentation From Aerial Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Omid Ghorbanzadeh, Yonghao Xu, Hengwei Zhao, Junjue Wang, Yanfei Zhong, Dong Zhao, Qi Zang, Shuang Wang, Fahong Zhang, Yilei Shi, Xiao Xiang Zhu, Lin Bai, Weile Li, Weihang Peng, Pedram Ghamisi
The Outcome of the 2022 Landslide4Sense Competition: Advanced Landslide Detection From Multisource Satellite Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Nikolai Skuppin, Eike Jens Hoffmann, Yilei Shi, Xiao Xiang Zhu
Building Type Classification with Incomplete Labels. IGARSS (2022)
Qingyu Li, Yilei Shi, Xiao Xiang Zhu
Semi-Supervised Building Footprint Generation With Feature and Output Consistency Training. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zhitong Xiong, Sining Chen, Yilei Shi, Xiao Xiang Zhu
Disentangled Latent Transformer for Interpretable Monocular Height Estimation. CoRR (2022)
Qingyu Li, Lichao Mou, Yuansheng Hua, Yilei Shi, Xiao Xiang Zhu
Building Footprint Generation Through Convolutional Neural Networks With Attraction Field Representation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Qingyu Li, Hannes Taubenböck, Yilei Shi, Stefan Auer, Robert Roschlaub, Clemens Glock, Anna M. Kruspe, Xiao Xiang Zhu
Identification of undocumented buildings in cadastral data using remote sensing: Construction period, morphology, and landscape. Int. J. Appl. Earth Obs. Geoinformation 112 (2022)
Kun Qian, Yuanyuan Wang, Yilei Shi, Xiao Xiang Zhu
γ-Net: Superresolving SAR Tomographic Inversion via Deep Learning. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Qingsong Xu, Yilei Shi, Xiaoxiang Zhu
Universal Domain Adaptation without Source Data for Remote Sensing Image Scene Classification. IGARSS (2022)
Qingyu Li, Stefano Zorzi, Yilei Shi, Friedrich Fraundorfer, Xiao Xiang Zhu
RegGAN: An End-to-End Network for Building Footprint Generation with Boundary Regularization. Remote. Sens. 14 (8) (2022)
Kun Qian, Yuanyuan Wang, Peter Jung, Yilei Shi, Xiao Xiang Zhu
Basis Pursuit Denoising via Recurrent Neural Network Applied to Super-Resolving SAR Tomography. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zhitong Xiong, Fahong Zhang, Yi Wang, Yilei Shi, Xiao Xiang Zhu
EarthNets: Empowering AI in Earth Observation. CoRR (2022)
Fahong Zhang, Yilei Shi, Qingsong Xu, Zhitong Xiong, Wei Yao, Xiao Xiang Zhu
On the Generalization of the Semantic Segmentation Model for Landslide Detection. CDCEO@IJCAI (2022)
Fang Xu, Yilei Shi, Patrick Ebel, Lei Yu, Gui-Song Xia, Wen Yang, Xiao Xiang Zhu
Exploring the Potential of SAR Data for Cloud Removal in Optical Satellite Imagery. CoRR (2022)
Lei Ding, Hao Tang, Yahui Liu, Yilei Shi, Xiao Xiang Zhu, Lorenzo Bruzzone
Adversarial Shape Learning for Building Extraction in VHR Remote Sensing Images. IEEE Trans. Image Process. 31 (2022)
Fahong Zhang, Yilei Shi, Xiao Xiang Zhu
Domain-Agnostic Domain Adaption for Building Footprint Extraction. IGARSS (2022)
Qingyu Li, Lichao Mou, Yuansheng Hua, Yilei Shi, Xiao Xiang Zhu
CrossGeoNet: A Framework for Building Footprint Generation of Label-Scarce Geographical Regions. Int. J. Appl. Earth Obs. Geoinformation 111 (2022)
Qingyu Li, Yilei Shi, Xiao Xiang Zhu
Semi-Supervised Building Footprint Generation with Feature and Output Consistency Training. CoRR (2022)
Qingyu Li, Yilei Shi, Xiao Xiang Zhu
Feature and Output Consistency Training for Semi-Supervised Building Footprint Generation. IGARSS (2022)
Omid Ghorbanzadeh, Yonghao Xu, Hengwei Zhao, Junjue Wang, Yanfei Zhong, Dong Zhao, Qi Zang, Shuang Wang, Fahong Zhang, Yilei Shi, Xiao Xiang Zhu, Lin Bai, Weile Li, Weihang Peng, Pedram Ghamisi
The Outcome of the 2022 Landslide4Sense Competition: Advanced Landslide Detection from Multi-Source Satellite Imagery. CoRR (2022)
Yilei Shi, Shusen Xie, Dong Liang, Kai Fu
High Order Compact Block-Centered Finite Difference Schemes for Elliptic and Parabolic Problems. J. Sci. Comput. 87 (3) (2021)
Lei Ding, Hao Tang, Yahui Liu, Yilei Shi, Lorenzo Bruzzone
Adversarial Shape Learning for Building Extraction in VHR Remote Sensing Images. CoRR (2021)
Yilei Shi, Richard Bamler, Yuanyuan Wang, Xiao Xiang Zhu
Generation of Large Scale 3-D City Models Using Insar and Optical Data. IGARSS (2021)
Kun Qian, Yuanyuan Wang, Yilei Shi, Xiao Xiang Zhu
Super-Resolving Sar Tomography Using Deep Learning. IGARSS (2021)
Hasan Nasrallah, Abed Ellatif Samhat, Ghaleb Faour, Yilei Shi, Ali J. Ghandour
Solar Potential Assessment using Multi-Class Buildings Segmentation from Aerial Images. CoRR (2021)
Zhitong Xiong, Wei Huang, Jingtao Hu, Yilei Shi, Qi Wang, Xiao Xiang Zhu
THE Benchmark: Transferable Representation Learning for Monocular Height Estimation. CoRR (2021)
Qingyu Li, Stefano Zorzi, Yilei Shi, Friedrich Fraundorfer, Xiao Xiang Zhu
End-to-End Semantic Segmentation and Boundary Regularization of Buildings from Satellite Imagery. IGARSS (2021)
Yilei Shi, Richard Bamler, Yuanyuan Wang, Xiao Xiang Zhu
SAR Tomography at the Limit: Building Height Reconstruction Using Only 3-5 TanDEM-X Bistatic Interferograms. IEEE Trans. Geosci. Remote. Sens. 58 (11) (2020)
Xiao Xiang Zhu, Sina Montazeri, Mohsin Ali, Yuansheng Hua, Yuanyuan Wang, Lichao Mou, Yilei Shi, Feng Xu, Richard Bamler
Deep Learning Meets SAR. CoRR (2020)
Qingyu Li, Yilei Shi, Xin Huang, Xiao Xiang Zhu
Building Footprint Generation by IntegratingConvolution Neural Network with Feature PairwiseConditional Random Field (FPCRF). CoRR (2020)
Yilei Shi, Richard Bamler, Yuanyuan Wang, Xiao Xiang Zhu
SAR Tomography at the Limit: Building Height Reconstruction Using Only 3-5 TanDEM-X Bistatic Interferograms. CoRR (2020)
Yilei Shi, Haimo Zhang, Jiashuo Cao, Suranga Nanayakkara
VersaTouch: A Versatile Plug-and-Play System that Enables Touch Interactions on Everyday Passive Surfaces. AHs (2020)
Yilei Shi, Qinyu Li, Xiao Xiang Zhu
Building Extraction by Gated Graph Convolutional Neural Network with Deep Structured Feature Embedding. IGARSS (2020)
Don Samitha Elvitigala, Denys J. C. Matthies, Chamod Weerasinghe, Yilei Shi, Suranga Nanayakkara
GymSoles++: Using Smart Wearbales to Improve Body Posture when Performing Squats and Dead-Lifts. AHs (2020)
Qingyu Li, Yilei Shi, Stefan Auer, Robert Roschlaub, Karin Möst, Michael Schmitt, Clemens Glock, Xiaoxiang Zhu
Detection of Undocumented Building Constructions from Official Geodata Using a Convolutional Neural Network. Remote. Sens. 12 (21) (2020)
Qingyu Li, Lichao Mou, Yuansheng Hua, Yao Sun, Pu Jin, Yilei Shi, Xiao Xiang Zhu
Instance segmentation of buildings using keypoints. CoRR (2020)
Yilei Shi, Haimo Zhang, Kaixing Zhao, Jiashuo Cao, Mengmeng Sun, Suranga Nanayakkara
Ready, Steady, Touch!: Sensing Physical Contact with a Finger-Mounted IMU. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4 (2) (2020)
Qingyu Li, Lichao Mou, Yuansheng Hua, Yao Sun, Pu Jin, Yilei Shi, Xiao Xiang Zhu
Instance Segmentation of Buildings Using Keypoints. IGARSS (2020)
Saqib Ali Khan, Yilei Shi, Muhammad Shahzad, Xiao Xiang Zhu
FGCN: Deep Feature-based Graph Convolutional Network for Semantic Segmentation of Urban 3D Point Clouds. CVPR Workshops (2020)
Anusha I. Withana, Tharindu Kaluarachchi, Chanaka Singhabahu, Shanaka Ransiri, Yilei Shi, Suranga Nanayakkara
waveSense: Low Power Voxel-tracking Technique for Resource Limited Devices. AHs (2020)
Saqib Ali Khan, Yilei Shi, Muhammad Shahzad, Xiao Xiang Zhu
Exploring Deep 3D Spatial Encodings for Large-Scale 3D Scene Understanding. CoRR (2020)
Qingyu Li, Yilei Shi, Xin Huang, Xiao Xiang Zhu
Building Footprint Generation by Integrating Convolution Neural Network With Feature Pairwise Conditional Random Field (FPCRF). IEEE Trans. Geosci. Remote. Sens. 58 (11) (2020)
Yilei Shi, Qingyu Li, Xiao Xiang Zhu
BFGAN - building footprint extraction from satellite images. JURSE (2019)
Yilei Shi, Qingyu Li, Xiao Xiang Zhu
Building Segmentation through a Gated Graph Convolutional Neural Network with Deep Structured Feature Embedding. CoRR (2019)
Yilei Shi, Xiao Xiang Zhu, Richard Bamler
Nonlocal Compressive Sensing-Based SAR Tomography. IEEE Trans. Geosci. Remote. Sens. 57 (5) (2019)
Xiao Xiang Zhu, Jingliang Hu, Chunping Qiu, Yilei Shi, Jian Kang, Lichao Mou, Hossein Bagheri, Matthias Häberle, Yuansheng Hua, Rong Huang, Lloyd H. Hughes, Hao Li, Yao Sun, Guichen Zhang, Shiyao Han, Michael Schmitt, Yuanyuan Wang
So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones Classification. CoRR (2019)
Yilei Shi, Qingyu Li, Xiaoxiang Zhu
Building Footprint Extraction with Graph Convolutional Network. IGARSS (2019)
Yilei Shi, Qingyu Li, Xiao Xiang Zhu
Building Footprint Generation Using Improved Generative Adversarial Networks. IEEE Geosci. Remote. Sens. Lett. 16 (4) (2019)
Yilei Shi, Yuanyuan Wang, Xiao Xiang Zhu, Richard Bamler
Non-Local SAR Tomography for Large-Scale Urban Mapping. IGARSS (2019)
Yilei Shi, Yuanyuan Wang, Xiao Xiang Zhu, Richard Bamler
Large-Scale Urban Mapping using Small Stack Multi-baseline TanDEM-X Interferograms. JURSE (2019)
Yilei Shi, Xiao Xiang Zhu, Richard Bamler
SAR Tomography Using Non-Local Sparse Reconstruction. IGARSS (2018)
Nan Ge, Fernando Rodríguez González, Yuanyuan Wang, Yilei Shi, Xiao Xiang Zhu
Spaceborne Staring Spotlight SAR Tomography - A First Demonstration With TerraSAR-X. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (10) (2018)
Yilei Shi, Xiao Xiang Zhu, Wotao Yin, Richard Bamler
A Fast and Accurate Basis Pursuit Denoising Algorithm With Application to Super-Resolving Tomographic SAR. IEEE Trans. Geosci. Remote. Sens. 56 (10) (2018)
Yilei Shi, Qingyu Li, Xiao Xiang Zhu
Building Footprint Generation Using Improved Generative Adversarial Networks. CoRR (2018)
Yilei Shi, Haimo Zhang, Hasitha Rajapakse, Nuwan Tharaka Perera, Tomás Vega Gálvez, Suranga Nanayakkara
GestAKey: Touch Interaction on Individual Keycaps. CHI (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yilei Shi