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2020 – today
- 2024
[j33]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: 115933 (2024)- [j32]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: 12477-12489 (2024) - [j31]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: 1-15 (2024) - [j30]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: 1-15 (2024) - [j29]Zhitong Xiong, Sining Chen, Yilei Shi, Xiaoxiang Zhu:
Self-Supervised Pretraining With Monocular Height Estimation for Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - [j28]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: 1-15 (2024) - [j27]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: 1-14 (2024) - [c52]Fan Fan, Yilei Shi, Xiao Xiang Zhu:
Urban Land Cover Classification with Efficient Hybrid Quantum Machine Learning Model. CEC 2024: 1-7 - [c51]Wei Huang, Yilei Shi, Zhitong Xiong, Xiaoxiang Zhu:
Representation Enhancement-Stabilization: Reducing Bias-Variance of Domain Generalization. ECCV (36) 2024: 108-125 - [c50]Ziqi Gu, Zhaiyu Chen, Yilei Shi, Xiao Xiang Zhu:
Building Attributes Recognition with Noisy and Incomplete Labels. IGARSS 2024: 230-233 - [c49]Zhaiyu Chen, Ziqi Gu, Yilei Shi, Xiao Xiang Zhu:
Learning Building Energy Efficiency with Semantic Attributes. IGARSS 2024: 909-912 - [c48]Yilei Shi, Qiaoyu Liu, Hecheng Jia, Haipeng Wang:
Densely Arranged Ship Detection in SAR Images Based on Cluster Detection. IGARSS 2024: 7689-7692 - [c47]Wei Huang, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu:
Disentangling Semi-Supervised Semantic Segmentation of Remote Sensing Images. IGARSS 2024: 8184-8188 - [c46]Yaxiong Chen, Minghong Wei, Zixuan Zheng, Jingliang Hu, Yilei Shi, Shengwu Xiong, Xiaoxiang Zhu, Lichao Mou:
CausalCLIPSeg: Unlocking CLIP's Potential in Referring Medical Image Segmentation with Causal Intervention. MICCAI (3) 2024: 77-87 - [c45]Yaxiong Chen, Chuang Du, Chunlei Li, Jingliang Hu, Yilei Shi, Shengwu Xiong, Xiaoxiang Zhu, Lichao Mou:
UniCrossAdapter: Multimodal Adaptation of CLIP for Radiology Report Generation. MedAGI@MICCAI 2024: 113-123 - [c44]Zixuan Zheng, Yilei Shi, Chunlei Li, Jingliang Hu, Xiaoxiang Zhu, Lichao Mou:
Reducing Annotation Burden: Exploiting Image Knowledge for Few-Shot Medical Video Object Segmentation via Spatiotemporal Consistency Relearning. MICCAI (12) 2024: 272-282 - [c43]Zixuan Zheng, Yilei Shi, Chunlei Li, Jingliang Hu, Xiaoxiang Zhu, Lichao Mou:
Rethinking Cell Counting Methods: Decoupling Counting and Localization. MICCAI (4) 2024: 418-426 - [c42]Yaxiong Chen, Yujie Wang, Zixuan Zheng, Jingliang Hu, Yilei Shi, Shengwu Xiong, Xiaoxiang Zhu, Lichao Mou:
Striving for Simplicity: Simple Yet Effective Prior-Aware Pseudo-labeling for Semi-supervised Ultrasound Image Segmentation. MICCAI (9) 2024: 604-614 - [c41]Tingxiu Chen, Yilei Shi, Zixuan Zheng, Bingcong Yan, Jingliang Hu, Xiaoxiang Zhu, Lichao Mou:
Ultrasound Image-to-Video Synthesis via Latent Dynamic Diffusion Models. MICCAI (4) 2024: 764-774 - [i33]Qingsong Xu, Yilei Shi, Jonathan Bamber, Chaojun Ouyang, Xiao Xiang Zhu:
Large-scale flood modeling and forecasting with FloodCast. CoRR abs/2403.12226 (2024) - [i32]Xiao Xiang Zhu, Qingyu Li, Yilei Shi, Yuanyuan Wang, Adam J. Stewart, Jonathan Prexl:
Global OpenBuildingMap - Unveiling the Mystery of Global Buildings. CoRR abs/2404.13911 (2024) - [i31]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 abs/2405.04285 (2024) - [i30]Qingsong Xu, Nils Thuerey, Yilei Shi, Jonathan Bamber, Chaojun Ouyang, Xiao Xiang Zhu:
Physics-embedded Fourier Neural Network for Partial Differential Equations. CoRR abs/2407.11158 (2024) - 2023
- [j26]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: 103098 (2023) - [j25]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: 103311 (2023) - [j24]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: 1-18 (2023) - [j23]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: 1-16 (2023) - [j22]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: 1-17 (2023) - [j21]Qingsong Xu, Yilei Shi, Xin Yuan, Xiao Xiang Zhu:
Universal Domain Adaptation for Remote Sensing Image Scene Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j20]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: 1-14 (2023) - [c40]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: 173-190 - [c39]Yilei Shi, Jie Zhang, Lei Ding, Lina Zhu, Tom Hao Luan:
Mobility Aware and Traffic Driven Neighbor Discovery For FANET. ICCC 2023: 1-6 - [c38]Zhaiyu Chen, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu:
Polyhedron-Based Graph Neural Network for Compact Building Model Reconstruction. IGARSS 2023: 923-926 - [c37]Qingsong Xu, Yilei Shi, Xiao Xiang Zhu:
DisasterNets: Embedding Machine Learning in Disaster Mapping. IGARSS 2023: 2536-2539 - [c36]Fang Xu, Yilei Shi, Wen Yang, Xiaoxiang Zhu:
Multi-Modal Multi-Task Learning for Semantic Segmentation of Land Cover Under Cloudy Conditions. IGARSS 2023: 6274-6277 - [c35]Qingyu Li, Sebastian Krapf, Lichao Mou, Yilei Shi, Xiao Xiang Zhu:
Roof Superstructure Detection from Aerial Imagery. IGARSS 2023: 6855-6858 - [c34]Sining Chen, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu:
Adaptive Bins for Monocular Height Estimation from Single Remote Sensing Images. IGARSS 2023: 7015-7018 - [c33]Sining Chen, Yilei Shi, Xiao Xiang Zhu:
Long-tailed Regression with Ensembles for Monocular Height Estimation from Single Remote Sensing Images. JURSE 2023: 1-4 - [c32]Fan Fan, Yilei Shi, Xiao Xiang Zhu:
Urban Land Cover Classification from Sentinel-2 Images with Quantum-Classical Network. JURSE 2023: 1-4 - [c31]Qingyu Li, Yao Sun, Lichao Mou, Yilei Shi, Xiao Xiang Zhu:
Semi-supervised segmentation of individual buildings from SAR imagery. JURSE 2023: 1-4 - [c30]Qingsong Xu, Yilei Shi, Xiao Xiang Zhu:
UCDFormer: Unsupervised Change Detection Using Real-time Transformers. JURSE 2023: 1-4 - [c29]Fahong Zhang, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu:
Pseudo Features Guided Self-training for Domain Adaptive Semantic Segmentation of Aerial Images. JURSE 2023: 1-4 - [i29]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 abs/2301.03432 (2023) - [i28]Qingsong Xu, Yilei Shi, Xin Yuan, Xiao Xiang Zhu:
Universal Domain Adaptation for Remote Sensing Image Scene Classification. CoRR abs/2301.11387 (2023) - [i27]Yifang Xu, Yunzhuo Sun, Yang Li, Yilei Shi, Xiaoxiang Zhu, Sidan Du:
MH-DETR: Video Moment and Highlight Detection with Cross-modal Transformer. CoRR abs/2305.00355 (2023) - [i26]Yilei Shi, Qinyu Li, Xiaoxiang Zhu:
Building Footprint Extraction with Graph Convolutional Network. CoRR abs/2305.04499 (2023) - [i25]Yilei Shi, Richard Bamler, Yuanyuan Wang, Xiao Xiang Zhu:
High Quality Large-Scale 3-D Urban Mapping with Multi-Master TomoSAR. CoRR abs/2305.04541 (2023) - [i24]Qingsong Xu, Yilei Shi, Xiao Xiang Zhu:
DisasterNets: Embedding Machine Learning in Disaster Mapping. CoRR abs/2306.09815 (2023) - [i23]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 abs/2307.08636 (2023) - [i22]Qingsong Xu, Yilei Shi, Jianhua Guo, Chaojun Ouyang, Xiao Xiang Zhu:
UCDFormer: Unsupervised Change Detection Using a Transformer-driven Image Translation. CoRR abs/2308.01146 (2023) - [i21]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 abs/2309.10588 (2023) - [i20]Fahong Zhang, Yilei Shi, Xiao Xiang Zhu:
Self-supervised Domain-agnostic Domain Adaptation for Satellite Images. CoRR abs/2309.11109 (2023) - [i19]Sining Chen, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu:
HTC-DC Net: Monocular Height Estimation from Single Remote Sensing Images. CoRR abs/2309.16486 (2023) - [i18]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 abs/2310.05227 (2023) - 2022
- [j19]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: 102824 (2022) - [j18]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: 102909 (2022) - [j17]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): 1835 (2022) - [j16]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: 4909-4918 (2022) - [j15]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: 9927-9942 (2022) - [j14]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: 1-17 (2022) - [j13]Qingyu Li, Yilei Shi, Xiao Xiang Zhu:
Semi-Supervised Building Footprint Generation With Feature and Output Consistency Training. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j12]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: 1-15 (2022) - [j11]Kun Qian, Yuanyuan Wang, Yilei Shi, Xiao Xiang Zhu:
γ-Net: Superresolving SAR Tomographic Inversion via Deep Learning. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j10]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: 678-690 (2022) - [c28]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: 96-100 - [c27]Qingyu Li, Yilei Shi, Xiao Xiang Zhu:
Feature and Output Consistency Training for Semi-Supervised Building Footprint Generation. IGARSS 2022: 171-174 - [c26]Fan Fan, Yilei Shi, Xiao Xiang Zhu:
Earth Observation Data Classification with Quantum-Classical Convolutional Neural Network. IGARSS 2022: 191-194 - [c25]Fahong Zhang, Yilei Shi, Xiao Xiang Zhu:
Domain-Agnostic Domain Adaption for Building Footprint Extraction. IGARSS 2022: 318-321 - [c24]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: 591-594 - [c23]Qingsong Xu, Yilei Shi, Xiaoxiang Zhu:
Universal Domain Adaptation without Source Data for Remote Sensing Image Scene Classification. IGARSS 2022: 5341-5344 - [c22]Nikolai Skuppin, Eike Jens Hoffmann, Yilei Shi, Xiao Xiang Zhu:
Building Type Classification with Incomplete Labels. IGARSS 2022: 5844-5847 - [i17]Zhitong Xiong, Sining Chen, Yilei Shi, Xiao Xiang Zhu:
Disentangled Latent Transformer for Interpretable Monocular Height Estimation. CoRR abs/2201.06357 (2022) - [i16]Qingyu Li, Yilei Shi, Xiao Xiang Zhu:
Semi-Supervised Building Footprint Generation with Feature and Output Consistency Training. CoRR abs/2205.08416 (2022) - [i15]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 abs/2206.02850 (2022) - [i14]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 abs/2209.02556 (2022) - [i13]Zhitong Xiong, Fahong Zhang, Yi Wang, Yilei Shi, Xiao Xiang Zhu:
EarthNets: Empowering AI in Earth Observation. CoRR abs/2210.04936 (2022) - 2021
- [j9]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): 86 (2021) - [c21]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: 2508-2511 - [c20]Yilei Shi, Richard Bamler, Yuanyuan Wang, Xiao Xiang Zhu:
Generation of Large Scale 3-D City Models Using Insar and Optical Data. IGARSS 2021: 2931-2934 - [c19]Kun Qian, Yuanyuan Wang, Yilei Shi, Xiao Xiang Zhu:
Super-Resolving Sar Tomography Using Deep Learning. IGARSS 2021: 4810-4813 - [i12]Lei Ding, Hao Tang, Yahui Liu, Yilei Shi, Lorenzo Bruzzone:
Adversarial Shape Learning for Building Extraction in VHR Remote Sensing Images. CoRR abs/2102.11262 (2021) - [i11]Hasan Nasrallah, Abed Ellatif Samhat, Ghaleb Faour, Yilei Shi, Ali J. Ghandour:
Solar Potential Assessment using Multi-Class Buildings Segmentation from Aerial Images. CoRR abs/2111.11397 (2021) - [i10]Zhitong Xiong, Wei Huang, Jingtao Hu, Yilei Shi, Qi Wang, Xiao Xiang Zhu:
THE Benchmark: Transferable Representation Learning for Monocular Height Estimation. CoRR abs/2112.14985 (2021) - 2020
- [j8]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): 59:1-59:25 (2020) - [j7]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): 3537 (2020) - [j6]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): 7502-7519 (2020) - [j5]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): 8026-8037 (2020) - [c18]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: 19:1-19:7 - [c17]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: 26:1-26:12 - [c16]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: 31:1-31:3 - [c15]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: 778-787 - [c14]Qingyu Li, Lichao Mou, Yuansheng Hua, Yao Sun, Pu Jin, Yilei Shi, Xiao Xiang Zhu:
Instance Segmentation of Buildings Using Keypoints. IGARSS 2020: 1452-1455 - [c13]Yilei Shi, Qinyu Li, Xiao Xiang Zhu:
Building Extraction by Gated Graph Convolutional Neural Network with Deep Structured Feature Embedding. IGARSS 2020: 3509-3512 - [i9]Qingyu Li, Yilei Shi, Xin Huang, Xiao Xiang Zhu:
Building Footprint Generation by IntegratingConvolution Neural Network with Feature PairwiseConditional Random Field (FPCRF). CoRR abs/2002.04600 (2020) - [i8]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 abs/2003.07803 (2020) - [i7]Qingyu Li, Lichao Mou, Yuansheng Hua, Yao Sun, Pu Jin, Yilei Shi, Xiao Xiang Zhu:
Instance segmentation of buildings using keypoints. CoRR abs/2006.03858 (2020) - [i6]Xiao Xiang Zhu, Sina Montazeri, Mohsin Ali, Yuansheng Hua, Yuanyuan Wang, Lichao Mou, Yilei Shi, Feng Xu, Richard Bamler:
Deep Learning Meets SAR. CoRR abs/2006.10027 (2020) - [i5]Saqib Ali Khan, Yilei Shi, Muhammad Shahzad, Xiao Xiang Zhu:
Exploring Deep 3D Spatial Encodings for Large-Scale 3D Scene Understanding. CoRR abs/2011.14358 (2020)
2010 – 2019
- 2019
- [j4]Yilei Shi, Qingyu Li, Xiao Xiang Zhu:
Building Footprint Generation Using Improved Generative Adversarial Networks. IEEE Geosci. Remote. Sens. Lett. 16(4): 603-607 (2019) - [j3]Yilei Shi, Xiao Xiang Zhu, Richard Bamler:
Nonlocal Compressive Sensing-Based SAR Tomography. IEEE Trans. Geosci. Remote. Sens. 57(5): 3015-3024 (2019) - [c12]Yilei Shi, Qingyu Li, Xiaoxiang Zhu:
Building Footprint Extraction with Graph Convolutional Network. IGARSS 2019: 5136-5139 - [c11]Yilei Shi, Yuanyuan Wang, Xiao Xiang Zhu, Richard Bamler:
Non-Local SAR Tomography for Large-Scale Urban Mapping. IGARSS 2019: 5197-5200 - [c10]Yilei Shi, Yuanyuan Wang, Xiao Xiang Zhu, Richard Bamler:
Large-Scale Urban Mapping using Small Stack Multi-baseline TanDEM-X Interferograms. JURSE 2019: 1-4 - [c9]Yilei Shi, Qingyu Li, Xiao Xiang Zhu:
BFGAN - building footprint extraction from satellite images. JURSE 2019: 1-4 - [i4]Yilei Shi, Qingyu Li, Xiao Xiang Zhu:
Building Segmentation through a Gated Graph Convolutional Neural Network with Deep Structured Feature Embedding. CoRR abs/1911.03165 (2019) - [i3]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 abs/1912.12171 (2019) - 2018
- [j2]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): 3743-3756 (2018) - [j1]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): 6148-6158 (2018) - [c8]Yilei Shi, Haimo Zhang, Hasitha Rajapakse, Nuwan Tharaka Perera, Tomás Vega Gálvez, Suranga Nanayakkara:
GestAKey: Touch Interaction on Individual Keycaps. CHI 2018: 596 - [c7]Yilei Shi, Xiao Xiang Zhu, Richard Bamler:
SAR Tomography Using Non-Local Sparse Reconstruction. IGARSS 2018: 6091-6094 - [i2]Yilei Shi, Qingyu Li, Xiao Xiang Zhu:
Building Footprint Generation Using Improved Generative Adversarial Networks. CoRR abs/1810.11224 (2018) - [i1]Yilei Shi, Xiao Xiang Zhu, Richard Bamler:
Non-Local Compressive Sensing Based SAR Tomography. CoRR abs/1811.02046 (2018) - 2017
- [c6]Yilei Shi, Tomás Vega Galvez, Haimo Zhang, Suranga Nanayakkara:
GestAKey: Get More Done with Just-a-Key on a Keyboard. UIST (Adjunct Volume) 2017: 73-75 - 2016
- [c5]Nimesha Ranasinghe, Pravar Jain, David Tolley, Shienny Karwita, Yilei Shi, Ellen Yi-Luen Do:
AmbioTherm: Simulating Ambient Temperatures and Wind Conditions in VR Environments. UIST (Adjunct Volume) 2016: 85-86 - [c4]Anusha I. Withana, Shanaka Ransiri, Tharindu Kaluarachchi, Chanaka Singhabahu, Yilei Shi, Samitha Elvitigala, Suranga Nanayakkara:
waveSense: Ultra Low Power Gesture Sensing Based on Selective Volumetric Illumination. UIST (Adjunct Volume) 2016: 139-140 - 2015
- [c3]Yilei Shi, Xiaoxiang Zhu, Richard Bamler:
Optimized parallelization of non-local means filter for image noise reduction of InSAR image. ICIA 2015: 1515-1518 - 2014
- [c2]Xiaoxiang Zhu, Marie Lachaise, Fathalrahman Adam, Yilei Shi, Michael Eineder, Richard Bamler:
Beyond the 12m TanDEM-X DEM. IGARSS 2014: 390-393 - 2012
- [c1]Yuanyuan Wang, Xiaoxiang Zhu, Yilei Shi, Richard Bamler:
Operational TomoSAR processing using TerraSAR-X high resolution spotlight stacks from multiple view angles. IGARSS 2012: 7047-7050
Coauthor Index
[j32] [j31] [j30] [j29] [j28] [j27] [c52] [c51] [c50] [c49] [c47] [c46] [c45] [c44] [c43] [c42] [c41] [i33] [i32] [i31] [i30] [j26] [j25] [j24] [j23] [j22] [j21] [j20] [c38] [c37] [c36] [c35] [c34] [c33] [c32] [c31] [c30] [c29] [i29] [i28] [i27] [i26] [i25] [i24] [i23] [i22] [i21] [i20] [i19] [i18] [j19] [j18] [j17] [j16] [j15] [j14] [j13] [j12] [j11] [j10] [c28] [c27] [c26] [c25] [c24] [c23] [c22] [i17] [i16] [i15] [i14] [i13] [c21] [c20] [c19] [i10] [j7] [j6] [j5] [c15] [c14] [c13] [i9] [i8] [i7] [i6] [i5] [j4] [j3] [c12] [c11] [c10] [c9] [i4] [i3] [j2] [j1] [c7] [i2] [i1] [c3] [c2] [c1]
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