Xiao Xiang Zhu

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Lichao MouGerman Aerospace Center (DLR), Technical University of Munich (TUM)Adresse e-mail validée de dlr.de
Richard BamlerTechnical University of Munich & German Aerospace Center (DLR)Adresse e-mail validée de tum.de
Michael SchmittBundeswehr University MunichAdresse e-mail validée de unibw.de
Yuanyuan WangTechnical University of MunichAdresse e-mail validée de tum.de
Yilei ShiChair of Remote Sensing Technology, Technical University of MunichAdresse e-mail validée de tum.de
Muhammad ShahzadTechnical University of Munich (TUM), GermanyAdresse e-mail validée de tum.de
Pedram GhamisiHZDR & Lancaster University, Group Leader and ProfessorAdresse e-mail validée de hzdr.de
Jocelyn ChanussotINRIA, on leave from Grenoble INPAdresse e-mail validée de grenoble-inp.fr
Naoto YokoyaThe University of TokyoAdresse e-mail validée de k.u-tokyo.ac.jp
Hannes TaubenböckGerman Aerospace Center (DLR) and University of WürzburgAdresse e-mail validée de dlr.de
Sudipan SahaIndian Institute of Technology DelhiAdresse e-mail validée de scai.iitd.ac.in
Devis TuiaEcole Polytechnique Fédérale de Lausanne (EPFL)Adresse e-mail validée de epfl.ch
Sina MontazeriCloud AI/ML Engineer @ EUMETSATAdresse e-mail validée de eumetsat.int
Anna KruspeMunich University of Applied SciencesAdresse e-mail validée de hm.edu
Qingyu LiTechnical University of MunichAdresse e-mail validée de tum.de
Patrick EbelEuropean Space AgencyAdresse e-mail validée de esa.int
Lloyd HughesEcole Polytechnique Fédérale de Lausanne (EPFL), ECEO, SwitzerlandAdresse e-mail validée de epfl.ch
Jakob GawlikowskiPhD Student at German Aerospace Center (DLR) and Technical University of Munich (TUM)Adresse e-mail validée de dlr.de
Friedrich FraundorferProfessor, TU GrazAdresse e-mail validée de icg.tugraz.at
Peter JungGerman Aerospace Center (DLR) and Technical University Berlin, previously FhG/HHI and TUMAdresse e-mail validée de tu-berlin.de

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Xiao Xiang Zhu

Technical University of Munich

Adresse e-mail validée de tum.de - Page d'accueil

Earth Observation AI4EO Signal Processing Data Science Synthetic Aperture Radar


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
Deep learning in remote sensing: A comprehensive review and list of resources XX Zhu, D Tuia, L Mou, GS Xia, L Zhang, F Xu, F Fraundorfer IEEE Geoscience and Remote Sensing Magazine 5 (4), 8-36, 2017	2977	2017
Deep recurrent neural networks for hyperspectral image classification L Mou, P Ghamisi, XX Zhu IEEE transactions on geoscience and remote sensing 55 (7), 3639-3655, 2017	1343	2017
A survey of uncertainty in deep neural networks J Gawlikowski, CRN Tassi, M Ali, J Lee, M Humt, J Feng, A Kruspe, ... Artificial Intelligence Review, 1-77, 2023	1081	2023
Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans M Roberts, D Driggs, M Thorpe, J Gilbey, M Yeung, S Ursprung, ... Nature Machine Intelligence, 2021	942	2021
An augmented linear mixing model to address spectral variability for hyperspectral unmixing D Hong, N Yokoya, J Chanussot, XX Zhu IEEE Transactions on Image Processing 28 (4), 1923-1938, 2018	839	2018
Tomographic SAR inversion by L1-norm regularization—The compressive sensing approach XX Zhu, R Bamler Geoscience and Remote Sensing, IEEE Transactions on 48 (10), 3839-3846, 2010	603	2010
Learning spectral-spatial-temporal features via a recurrent convolutional neural network for change detection in multispectral imagery L Mou, L Bruzzone, XX Zhu IEEE Transactions on Geoscience and Remote Sensing 57 (2), 924-935, 2019	539	2019
Very high resolution spaceborne SAR tomography in urban environment XX Zhu, R Bamler IEEE Transactions on Geoscience and Remote Sensing 48 (12), 4296-4308, 2010	539	2010
A sparse image fusion algorithm with application to pan-sharpening XX Zhu, R Bamler IEEE transactions on geoscience and remote sensing 51 (5), 2827-2836, 2012	467	2012
Linking points with labels in 3D: A review of point cloud semantic segmentation Y Xie, J Tian, XX Zhu IEEE Geoscience and remote sensing magazine 8 (4), 38-59, 2020	463	2020
Super-resolution power and robustness of compressive sensing for spectral estimation with application to spaceborne tomographic SAR XX Zhu, R Bamler IEEE Transactions on Geoscience and Remote Sensing 50 (1), 247-258, 2011	376	2011
Semantic segmentation of slums in satellite images using transfer learning on fully convolutional neural networks M Wurm, T Stark, XX Zhu, M Weigand, H Taubenböck ISPRS journal of photogrammetry and remote sensing 150, 59-69, 2019	372	2019
Building instance classification using street view images J Kang, M Körner, Y Wang, H Taubenböck, XX Zhu ISPRS journal of photogrammetry and remote sensing 145, 44-59, 2018	338	2018
Data fusion and remote sensing: An ever-growing relationship M Schmitt, XX Zhu IEEE Geoscience and Remote Sensing Magazine 4 (4), 6-23, 2016	310	2016
Cloud removal in Sentinel-2 imagery using a deep residual neural network and SAR-optical data fusion A Meraner, P Ebel, XX Zhu, M Schmitt ISPRS Journal of Photogrammetry and Remote Sensing 166, 333-346, 2020	308	2020
Unsupervised spectral–spatial feature learning via deep residual Conv–Deconv network for hyperspectral image classification L Mou, P Ghamisi, XX Zhu IEEE Transactions on Geoscience and Remote Sensing 56 (1), 391-406, 2017	303	2017
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	296	2021
SEN12MS--A Curated Dataset of Georeferenced Multi-Spectral Sentinel-1/2 Imagery for Deep Learning and Data Fusion M Schmitt, LH Hughes, C Qiu, XX Zhu arXiv preprint arXiv:1906.07789, 2019	292	2019
Invariant attribute profiles: A spatial-frequency joint feature extractor for hyperspectral image classification D Hong, X Wu, P Ghamisi, J Chanussot, N Yokoya, XX Zhu IEEE Transactions on Geoscience and Remote Sensing 58 (6), 3791-3808, 2020	280	2020
Learnable manifold alignment (LeMA): A semi-supervised cross-modality learning framework for land cover and land use classification D Hong, N Yokoya, N Ge, J Chanussot, XX Zhu ISPRS journal of photogrammetry and remote sensing 147, 193-205, 2019	250	2019

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