Xiao Xiang Zhu

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Soavtorji

Lichao MouGerman Aerospace Center (DLR), Technical University of Munich (TUM)Preverjeni e-poštni naslov na dlr.de
Richard BamlerTechnical University of Munich & German Aerospace Center (DLR)Preverjeni e-poštni naslov na tum.de
Yilei ShiChair of Remote Sensing Technology, Technical University of MunichPreverjeni e-poštni naslov na tum.de
Michael SchmittBundeswehr University MunichPreverjeni e-poštni naslov na unibw.de
Yuanyuan WangTechnical University of MunichPreverjeni e-poštni naslov na tum.de
Muhammad ShahzadTechnical University of Munich (TUM), GermanyPreverjeni e-poštni naslov na tum.de
Jocelyn ChanussotINRIA, on leave from Grenoble INPPreverjeni e-poštni naslov na grenoble-inp.fr
Pedram GhamisiHZDR & Lancaster University, Group Leader and ProfessorPreverjeni e-poštni naslov na hzdr.de
Naoto YokoyaThe University of TokyoPreverjeni e-poštni naslov na k.u-tokyo.ac.jp
Hannes TaubenböckGerman Aerospace Center (DLR) and University of WürzburgPreverjeni e-poštni naslov na dlr.de
Sudipan SahaIndian Institute of Technology DelhiPreverjeni e-poštni naslov na scai.iitd.ac.in
Anna KruspeMunich University of Applied SciencesPreverjeni e-poštni naslov na hm.edu
Qingyu LiChinese University of Hong Kong, ShenzhenPreverjeni e-poštni naslov na cuhk.edu.cn
Devis TuiaEcole Polytechnique Fédérale de Lausanne (EPFL)Preverjeni e-poštni naslov na epfl.ch
Sina MontazeriCloud AI/ML Engineer @ EUMETSATPreverjeni e-poštni naslov na eumetsat.int
Patrick EbelEuropean Space AgencyPreverjeni e-poštni naslov na esa.int
Lloyd HughesEcole Polytechnique Fédérale de Lausanne (EPFL), ECEO, SwitzerlandPreverjeni e-poštni naslov na epfl.ch
Jakob GawlikowskiPhD Student at German Aerospace Center (DLR) and Technical University of Munich (TUM)Preverjeni e-poštni naslov na dlr.de
Friedrich FraundorferProfessor, TU GrazPreverjeni e-poštni naslov na icg.tugraz.at
Peter JungGerman Aerospace Center (DLR) and Technical University Berlin, previously FhG/HHI and TUMPreverjeni e-poštni naslov na tu-berlin.de

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Xiao Xiang Zhu

Technical University of Munich

Preverjeni e-poštni naslov na tum.de - Domača stran

Earth Observation AI4EO Signal Processing Data Science Synthetic Aperture Radar


Naslov Razvrsti po navedbah Razvrsti po letniku Razvrsti po naslovu	Navedeno Navedeno	Leto
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	3194	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	1438	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	1404	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	1005	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	885	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	626	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	575	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	567	2010
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	501	2020
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	477	2012
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	399	2019
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	388	2011
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	371	2018
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	346	2020
Cross-city matters: A multimodal remote sensing benchmark dataset for cross-city semantic segmentation using high-resolution domain adaptation networks D Hong, B Zhang, H Li, Y Li, J Yao, C Li, M Werner, J Chanussote, A Zipf, ... Remote Sensing of Environment, 2023	345	2023
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	339	2021
Data fusion and remote sensing: An ever-growing relationship M Schmitt, XX Zhu IEEE Geoscience and Remote Sensing Magazine 4 (4), 6-23, 2016	330	2016
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	328	2019
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	312	2017
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	295	2020

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