Следене
Yilei Shi
Yilei Shi
Chair of Remote Sensing Technology, Technical University of Munich
Потвърден имейл адрес: tum.de
Заглавие
Позовавания
Позовавания
Година
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
1022021
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
682020
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
522020
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
472019
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
392020
Nonlocal Compressive Sensing-Based SAR Tomography
Y Shi, XX Zhu, R Bamler
IEEE Transactions on Geoscience and Remote Sensing 57 (5), 3015-3024, 2019
372019
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
362018
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
332014
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
262018
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
232018
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
192022
Operational TomoSAR processing using TerraSAR-X high resolution spotlight stacks from multiple view angles
Y Wang, XX Zhu, Y Shi, R Bamler
2012 IEEE International Geoscience and Remote Sensing Symposium, 7047-7050, 2012
172012
Potential and limits of non-local means InSAR filtering for TanDEM-X high-resolution DEM generation
XX Zhu, G Baier, M Lachaise, Y Shi, F Adam, R Bamler
Remote sensing of environment 218, 148-161, 2018
162018
SAR Tomography at the Limit: Building Height Reconstruction Using Only 3–5 TanDEM-X Bistatic Interferograms
Y Shi, R Bamler, Y Wang, X Zhu
IEEE Transactions on Geoscience and Remote Sensing 58 (11), 8026-8037, 2020
122020
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
112020
Optimized parallelization of non-local means filter for image noise reduction of InSAR image
Y Shi, X Zhu, R Bamler
2015 IEEE International Conference on Information and Automation, 1515-1518, 2015
112015
Beyond the 12m TanDEM-X dem
XX Zhu, M Lachaise, F Adam, Y Shi, M Eineder, R Bamler
2014 IEEE Geoscience and Remote Sensing Symposium, 390-393, 2014
92014
Detection of Undocumented Building Constructions from Official Geodata Using a Convolutional Neural Network
Q Li, Y Shi, S Auer, R Roschlaub, K Möst, M Schmitt, C Glock, X Zhu
Remote Sensing 12 (21), 3537, 2020
82020
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
72021
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
72021
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