Xiao Xiang Zhu

Получаване на мой собствен потребителски профил

Позовавания

	Всички	От 2017
Позовавания	15401	13740
h-индекс	61	57
i10-индекс	206	186

4300

2150

1075

3225

201020112012201320142015201620172018201920202021202250 97 180 189 293 382 430 487 1159 1900 2938 4205 3034

Публичен достъп

Преглед на всички

221 статии

22 статии

налични

неналични

Въз основа на изисквания при финансирането

Съавтори

Lichao MouGerman Aerospace Center (DLR), Technical University of Munich (TUM)Потвърден имейл адрес: dlr.de
Richard BamlerGerman Aerospace Center (DLR) & Technical University of MunichПотвърден имейл адрес: dlr.de
Michael SchmittBundeswehr University MunichПотвърден имейл адрес: unibw.de
Yuanyuan WangTechnical University of Munich & German Aerospace CenterПотвърден имейл адрес: tum.de
Yilei ShiChair of Remote Sensing Technology, Technical University of MunichПотвърден имейл адрес: tum.de
Danfeng Hong (洪丹枫)Professor, Aerospace Information Research Institute, Chinese Academy of SciencesПотвърден имейл адрес: aircas.ac.cn
Pedram GhamisiHZDR & IARAI, Group Leader and Research ProfessorПотвърден имейл адрес: hzdr.de
Yuansheng HuaSignal Processing in Earth Observation, Technical University of Munich (TUM) & Remote Sensing Technology Institute (IMF), German Aerospace Center (DLR)Потвърден имейл адрес: dlr.de
Naoto YokoyaThe University of TokyoПотвърден имейл адрес: k.u-tokyo.ac.jp
Jocelyn ChanussotGrenoble Institute of TechnologyПотвърден имейл адрес: gipsa-lab.grenoble-inp.fr
Muhammad ShahzadTechnical University of Munich (TUM), GermanyПотвърден имейл адрес: tum.de
Gui-Song XiaProfessor of Computer Science, Wuhan University, ChinaПотвърден имейл адрес: whu.edu.cn
Hannes TaubenböckGerman Aerospace Center (DLR) and University of WürzburgПотвърден имейл адрес: dlr.de
Sina MontazeriCHECK24Потвърден имейл адрес: check24.de
Jingliang HuTechnical University of Munich (TUM) & German Aerospace Center (DLR)Потвърден имейл адрес: tum.de
Devis TuiaEcole Polytechnique Fédérale de Lausanne (EPFL)Потвърден имейл адрес: epfl.ch
Michael EinederRemote Sensing Technology Institute, DLRПотвърден имейл адрес: dlr.de
Lloyd HughesEcole Polytechnique Fédérale de Lausanne (EPFL), ECEO, SwitzerlandПотвърден имейл адрес: epfl.ch
Sudipan SahaTechnical University of MunichПотвърден имейл адрес: tum.de
Friedrich FraundorferAssociate Professor, TU GrazПотвърден имейл адрес: icg.tugraz.at

Следене

Xiao Xiang Zhu

Professor for Data Science in Earth Observation, TUM & Department Head "EO Data Science", DLR

Потвърден имейл адрес: tum.de - Начална страница

Signal Processing Machine Learning Earth Observation Data Science Synthetic Aperture Radar


Заглавие Сортиране по цитати Сортиране по година Сортиране по заглавие	Позовавания Позовавания	Година
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	1812	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	791	2017
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	494	2010
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	438	2010
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	431	2018
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	392	2012
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	345	2021
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	308	2011
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	298	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	208	2017
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	205	2018
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	196	2020
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	187	2019
Data fusion and remote sensing: An ever-growing relationship M Schmitt, XX Zhu IEEE Geoscience and Remote Sensing Magazine 4 (4), 6-23, 2016	185	2016
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	172	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	165	2020
Demonstration of super-resolution for tomographic SAR imaging in urban environment XX Zhu, R Bamler IEEE Transactions on Geoscience and Remote Sensing 50 (8), 3150-3157, 2011	153	2011
CoSpace: Common subspace learning from hyperspectral-multispectral correspondences D Hong, N Yokoya, J Chanussot, XX Zhu IEEE Transactions on Geoscience and Remote Sensing 57 (7), 4349-4359, 2019	147	2019
Hyperspectral and LiDAR data fusion using extinction profiles and deep convolutional neural network P Ghamisi, B Höfle, XX Zhu IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2016	147	2016
A self-improving convolution neural network for the classification of hyperspectral data P Ghamisi, Y Chen, XX Zhu IEEE Geoscience and Remote Sensing Letters 13 (10), 1537-1541, 2016	132	2016

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