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Yilei Shi
Yilei Shi
Chair of Remote Sensing Technology, Technical University of Munich
Verified email at tum.de
Title
Cited by
Cited by
Year
Deep learning meets SAR: Concepts, models, pitfalls, and perspectives
XX Zhu, S Montazeri, M Ali, Y Hua, Y Wang, L Mou, Y Shi, F Xu, R Bamler
IEEE Geoscience and Remote Sensing Magazine 9 (4), 143-172, 2021
2572021
Building segmentation through a gated graph convolutional neural network with deep structured feature embedding
Y Shi, Q Li, XX Zhu
ISPRS Journal of Photogrammetry and Remote Sensing 159, 184-197, 2020
1142020
So2Sat LCZ42: A benchmark data set for the classification of global local climate zones [Software and Data Sets]
XX Zhu, J Hu, C Qiu, Y Shi, J Kang, L Mou, H Bagheri, M Haberle, Y Hua, ...
IEEE Geoscience and Remote Sensing Magazine 8 (3), 76-89, 2020
1032020
The urban morphology on our planet–Global perspectives from space
XX Zhu, C Qiu, J Hu, Y Shi, Y Wang, M Schmitt, H Taubenböck
Remote Sensing of Environment 269, 112794, 2022
972022
Building footprint generation by integrating convolution neural network with feature pairwise conditional random field (FPCRF)
Q Li, Y Shi, X Huang, XX Zhu
IEEE Transactions on Geoscience and Remote Sensing 58 (11), 7502-7519, 2020
812020
So2Sat LCZ42: A benchmark dataset for global local climate zones classification
XX Zhu, J Hu, C Qiu, Y Shi, J Kang, L Mou, H Bagheri, M Häberle, Y Hua, ...
arXiv preprint arXiv:1912.12171, 2019
742019
Nonlocal Compressive Sensing-Based SAR Tomography
Y Shi, XX Zhu, R Bamler
IEEE Transactions on Geoscience and Remote Sensing 57 (5), 3015-3024, 2019
682019
Earthnets: Empowering ai in earth observation
Z Xiong, F Zhang, Y Wang, Y Shi, XX Zhu
arXiv preprint arXiv:2210.04936, 2022
622022
Building footprint generation using improved generative adversarial networks
Y Shi, Q Li, XX Zhu
IEEE Geoscience and Remote Sensing Letters 16 (4), 603-607, 2018
522018
The outcome of the 2022 landslide4sense competition: Advanced landslide detection from multisource satellite imagery
O Ghorbanzadeh, Y Xu, H Zhao, J Wang, Y Zhong, D Zhao, Q Zang, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2022
432022
GLF-CR: SAR-enhanced cloud removal with global–local fusion
F Xu, Y Shi, P Ebel, L Yu, GS Xia, W Yang, XX Zhu
ISPRS Journal of Photogrammetry and Remote Sensing 192, 268-278, 2022
432022
Adversarial shape learning for building extraction in VHR remote sensing images
L Ding, H Tang, Y Liu, Y Shi, XX Zhu, L Bruzzone
IEEE Transactions on Image Processing 31, 678-690, 2021
422021
γ-Net: Superresolving SAR tomographic inversion via deep learning
K Qian, Y Wang, Y Shi, XX Zhu
IEEE Transactions on Geoscience and Remote Sensing 60, 1-16, 2022
362022
Improving TanDEM-X DEMs by non-local InSAR filtering
XX Zhu, R Bamler, M Lachaise, F Adam, Y Shi, M Eineder
EUSAR 2014; 10th European Conference on Synthetic Aperture Radar, 1-4, 2014
362014
Spaceborne staring spotlight SAR tomography—A first demonstration with TerraSAR-X
N Ge, FR Gonzalez, Y Wang, Y Shi, XX Zhu
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018
352018
A fast and accurate basis pursuit denoising algorithm with application to super-resolving tomographic SAR
Y Shi, XX Zhu, W Yin, R Bamler
IEEE Transactions on Geoscience and Remote Sensing 56 (10), 6148-6158, 2018
302018
Semi-supervised bidirectional alignment for remote sensing cross-domain scene classification
W Huang, Y Shi, Z Xiong, Q Wang, XX Zhu
ISPRS Journal of Photogrammetry and Remote Sensing 195, 192-203, 2023
282023
Building footprint generation through convolutional neural networks with attraction field representation
Q Li, L Mou, Y Hua, Y Shi, XX Zhu
IEEE Transactions on Geoscience and Remote Sensing 60, 1-17, 2021
282021
Instance segmentation of buildings using keypoints
Q Li, L Mou, Y Hua, Y Sun, P Jin, Y Shi, XX Zhu
IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020
272020
Universal domain adaptation for remote sensing image scene classification
Q Xu, Y Shi, X Yuan, XX Zhu
IEEE Transactions on Geoscience and Remote Sensing 61, 1-15, 2023
252023
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Articles 1–20