Xiao Xiang Zhu
Xiao Xiang Zhu
Professor for Signal Processing in Earth Observation, TUM & Department Head "EO Data Science", DLR
確認したメール アドレス: tum.de - ホームページ
タイトル
引用先
引用先
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
8002017
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
4142010
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
3702010
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
3662017
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
3062012
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
2332011
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
1282011
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
1182019
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
1172017
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
1162018
Tomographic imaging and monitoring of buildings with very high resolution SAR data
D Reale, G Fornaro, A Pauciullo, X Zhu, R Bamler
IEEE Geoscience and remote sensing letters 8 (4), 661-665, 2011
1062011
Let's do the time warp: Multicomponent nonlinear motion estimation in differential SAR tomography
XX Zhu, R Bamler
IEEE Geoscience and Remote Sensing Letters 8 (4), 735-739, 2011
1022011
Data fusion and remote sensing: An ever-growing relationship
M Schmitt, XX Zhu
IEEE Geoscience and Remote Sensing Magazine 4 (4), 6-23, 2016
962016
Interferometric potential of high resolution spaceborne SAR
R Bamler, M Eineder, N Adam, X Zhu, S Gernhardt
Photogrammetrie-Fernerkundung-Geoinformation 2009 (5), 407-419, 2009
912009
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
892016
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
872016
Extinction profiles for the classification of remote sensing data
P Ghamisi, R Souza, JA Benediktsson, XX Zhu, L Rittner, RA Lotufo
IEEE Transactions on Geoscience and Remote Sensing 54 (10), 5631-5645, 2016
872016
Superresolving SAR tomography for multidimensional imaging of urban areas: Compressive sensing-based TomoSAR inversion
XX Zhu, R Bamler
IEEE Signal Processing Magazine 31 (4), 51-58, 2014
842014
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
762018
Facade reconstruction using multiview spaceborne TomoSAR point clouds
XX Zhu, M Shahzad
IEEE Transactions on Geoscience and Remote Sensing 52 (6), 3541-3552, 2013
692013
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