Learning and transferring deep joint spectral–spatial features for hyperspectral classification J Yang, YQ Zhao, JCW Chan IEEE Transactions on Geoscience and Remote Sensing 55 (8), 4729-4742, 2017 | 407 | 2017 |
Hyperspectral image denoising via sparse representation and low-rank constraint YQ Zhao, J Yang IEEE Transactions on Geoscience and Remote Sensing 53 (1), 296-308, 2014 | 393 | 2014 |
CNN-enhanced graph convolutional network with pixel-and superpixel-level feature fusion for hyperspectral image classification Q Liu, L Xiao, J Yang, Z Wei IEEE Transactions on Geoscience and Remote Sensing 59 (10), 8657-8671, 2020 | 236 | 2020 |
Hyperspectral and multispectral image fusion via deep two-branches convolutional neural network J Yang, YQ Zhao, JCW Chan Remote Sensing 10 (5), 800, 2018 | 175 | 2018 |
Hyperspectral image classification using two-channel deep convolutional neural network J Yang, Y Zhao, JCW Chan, C Yi 2016 IEEE international geoscience and remote sensing symposium (IGARSS …, 2016 | 142 | 2016 |
Coupled sparse denoising and unmixing with low-rank constraint for hyperspectral image J Yang, YQ Zhao, JCW Chan, SG Kong IEEE Transactions on Geoscience and Remote Sensing 54 (3), 1818-1833, 2015 | 98 | 2015 |
Hyperspectral imagery super-resolution by spatial–spectral joint nonlocal similarity Y Zhao, J Yang, JCW Chan IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2013 | 87 | 2013 |
No-reference hyperspectral image quality assessment via quality-sensitive features learning J Yang, YQ Zhao, C Yi, JCW Chan Remote Sensing 9 (4), 305, 2017 | 83 | 2017 |
Detail-injection-model-inspired deep fusion network for pansharpening Z Xiang, L Xiao, J Yang, W Liao, W Philips IEEE Transactions on Geoscience and Remote Sensing 60, 1-15, 2022 | 61 | 2022 |
A multi-scale wavelet 3D-CNN for hyperspectral image super-resolution J Yang, YQ Zhao, JCW Chan, L Xiao Remote sensing 11 (13), 1557, 2019 | 61 | 2019 |
Multilevel superpixel structured graph U-Nets for hyperspectral image classification Q Liu, L Xiao, J Yang, Z Wei IEEE Transactions on Geoscience and Remote Sensing 60, 1-15, 2021 | 56 | 2021 |
Variational regularization network with attentive deep prior for hyperspectral–multispectral image fusion J Yang, L Xiao, YQ Zhao, JCW Chan IEEE Transactions on Geoscience and Remote Sensing 60, 1-17, 2021 | 51 | 2021 |
Content-guided convolutional neural network for hyperspectral image classification Q Liu, L Xiao, J Yang, JCW Chan IEEE Transactions on Geoscience and Remote Sensing 58 (9), 6124-6137, 2020 | 45 | 2020 |
Joint hyperspectral superresolution and unmixing with interactive feedback C Yi, YQ Zhao, J Yang, JCW Chan, SG Kong IEEE Transactions on Geoscience and Remote Sensing 55 (7), 3823-3834, 2017 | 25 | 2017 |
Hybrid local and nonlocal 3-D attentive CNN for hyperspectral image super-resolution J Yang, L Xiao, YQ Zhao, JCW Chan IEEE Geoscience and Remote Sensing Letters 18 (7), 1274-1278, 2020 | 23 | 2020 |
Hyperspectral image classification via a novel spectral–spatial 3D ConvLSTM-CNN G Farooque, L Xiao, J Yang, AB Sargano Remote Sensing 13 (21), 4348, 2021 | 15 | 2021 |
NMF-DuNet: Nonnegative matrix factorization inspired deep unrolling networks for hyperspectral and multispectral image fusion A Khader, J Yang, L Xiao IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2022 | 13 | 2022 |
Unsupervised deep tensor network for hyperspectral–multispectral image fusion J Yang, L Xiao, YQ Zhao, JCW Chan IEEE Transactions on Neural Networks and Learning Systems, 2023 | 10 | 2023 |
Coupled hyperspectral super-resolution and unmixing Y Zhao, C Yi, J Yang, JCW Chan 2014 IEEE Geoscience and Remote Sensing Symposium, 2641-2644, 2014 | 10 | 2014 |
Poisson-Gaussian mixed noise removing for hyperspectral image via spatial-spectral structure similarity J Yang, Y Zhao Proceedings of the 32nd Chinese Control Conference, 3715-3720, 2013 | 6 | 2013 |