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Meng Xu
Meng Xu
Assistant Professor, Shenzhen University
Verified email at szu.edu.cn
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Cited by
Cited by
Year
A survey: Deep learning for hyperspectral image classification with few labeled samples
S Jia, S Jiang, Z Lin, N Li, M Xu, S Yu
Neurocomputing 448, 179-204, 2021
2462021
Cloud removal based on sparse representation via multitemporal dictionary learning
M Xu, X Jia, M Pickering, AJ Plaza
IEEE Transactions on Geoscience and Remote Sensing 54 (5), 2998-3006, 2016
1042016
A semisupervised Siamese network for hyperspectral image classification
S Jia, S Jiang, Z Lin, M Xu, W Sun, Q Huang, J Zhu, X Jia
IEEE Transactions on Geoscience and Remote Sensing 60, 1-17, 2021
852021
Collaborative representation-based multiscale superpixel fusion for hyperspectral image classification
S Jia, X Deng, J Zhu, M Xu, J Zhou, X Jia
IEEE Transactions on Geoscience and Remote Sensing 57 (10), 7770-7784, 2019
842019
Automatic cloud removal for Landsat 8 OLI images using cirrus band
M Xu, X Jia, M Pickering
2014 IEEE Geoscience and Remote Sensing Symposium, 2511-2514, 2014
712014
Hyperspectral anomaly detection via deep plug-and-play denoising CNN regularization
X Fu, S Jia, L Zhuang, M Xu, J Zhou, Q Li
IEEE Transactions on Geoscience and Remote Sensing 59 (11), 9553-9568, 2021
702021
Thin cloud removal based on signal transmission principles and spectral mixture analysis
M Xu, M Pickering, AJ Plaza, X Jia
IEEE Transactions on Geoscience and Remote Sensing 54 (3), 1659-1669, 2015
682015
Thin cloud removal from optical remote sensing images using the noise-adjusted principal components transform
M Xu, X Jia, M Pickering, S Jia
ISPRS Journal of Photogrammetry and Remote Sensing 149, 215-225, 2019
642019
A lightweight convolutional neural network for hyperspectral image classification
S Jia, Z Lin, M Xu, Q Huang, J Zhou, X Jia, Q Li
IEEE Transactions on Geoscience and Remote Sensing 59 (5), 4150-4163, 2020
582020
Multiple feature-based superpixel-level decision fusion for hyperspectral and LiDAR data classification
S Jia, Z Zhan, M Zhang, M Xu, Q Huang, J Zhou, X Jia
IEEE Transactions on Geoscience and Remote Sensing 59 (2), 1437-1452, 2020
522020
Multiattention generative adversarial network for remote sensing image super-resolution
S Jia, Z Wang, Q Li, X Jia, M Xu
IEEE Transactions on Geoscience and Remote Sensing 60, 1-15, 2022
462022
Attention mechanism-based generative adversarial networks for cloud removal in Landsat images
M Xu, F Deng, S Jia, X Jia, AJ Plaza
Remote sensing of environment 271, 112902, 2022
342022
3-D Gabor convolutional neural network for hyperspectral image classification
S Jia, J Liao, M Xu, Y Li, J Zhu, W Sun, X Jia, Q Li
IEEE Transactions on Geoscience and Remote Sensing 60, 1-16, 2021
342021
Superpixel-level weighted label propagation for hyperspectral image classification
S Jia, X Deng, M Xu, J Zhou, X Jia
IEEE Transactions on Geoscience and Remote Sensing 58 (7), 5077-5091, 2020
332020
3-D Gaussian–Gabor feature extraction and selection for hyperspectral imagery classification
S Jia, J Zhuang, L Deng, J Zhu, M Xu, J Zhou, X Jia
IEEE Transactions on Geoscience and Remote Sensing 57 (11), 8813-8826, 2019
302019
Unsupervised spatial-spectral cnn-based feature learning for hyperspectral image classification
S Zhang, M Xu, J Zhou, S Jia
IEEE Transactions on Geoscience and Remote Sensing 60, 1-17, 2022
292022
Graph-in-graph convolutional network for hyperspectral image classification
S Jia, S Jiang, S Zhang, M Xu, X Jia
IEEE Transactions on Neural Networks and Learning Systems, 2022
282022
Flexible Gabor-based superpixel-level unsupervised LDA for hyperspectral image classification
S Jia, Q Zhao, J Zhuang, D Tang, Y Long, M Xu, J Zhou, Q Li
IEEE Transactions on Geoscience and Remote Sensing 59 (12), 10394-10409, 2021
262021
Multiview spatial–spectral active learning for hyperspectral image classification
M Xu, Q Zhao, S Jia
IEEE Transactions on Geoscience and Remote Sensing 60, 1-15, 2021
252021
A multiscale superpixel-level group clustering framework for hyperspectral band selection
S Jia, Y Yuan, N Li, J Liao, Q Huang, X Jia, M Xu
IEEE Transactions on Geoscience and Remote Sensing 60, 1-18, 2022
202022
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