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 | 401 | 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 | 391 | 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 | 221 | 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 | 169 | 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 | 140 | 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 | 96 | 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 | 86 | 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 | 82 | 2017 |
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 | 59 | 2019 |
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 | 58 | 2022 |
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 | 53 | 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 | 50 | 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 | 24 | 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 | 21 | 2020 |
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 |
Hyperspectral image super-resolution based on multi-scale wavelet 3D convolutional neural network J Yang, YQ Zhao, JCW Chan IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019 | 4 | 2019 |
Hyperspectral–Multispectral Image Fusion Enhancement Based on Deep Learning J Yang, YQ Zhao, JCW Chan Hyperspectral Image Analysis: Advances in Machine Learning and Signal …, 2020 | 2 | 2020 |
Joint denoising and unmixing for hyperspectral image Y Zhao, J Yang, C Yi, Y Liu 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2014 | 2 | 2014 |