Spectral–Spatial Feature Tokenization Transformer for Hyperspectral Image Classification L Sun, G Zhao, Y Zheng, Z Wu IEEE Transactions on Geoscience and Remote Sensing 60, 1-14, 2022 | 513 | 2022 |
Supervised spectral–spatial hyperspectral image classification with weighted Markov random fields L Sun, Z Wu, J Liu, L Xiao, Z Wei IEEE Transactions on Geoscience and Remote Sensing 53 (3), 1490-1503, 2015 | 241 | 2015 |
Spatial-spectral kernel sparse representation for hyperspectral image classification J Liu, Z Wu, Z Wei, L Xiao, L Sun IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2013 | 192 | 2013 |
Low rank component induced spatial-spectral kernel method for hyperspectral image classification L Sun, C Ma, Y Chen, Y Zheng, HJ Shim, Z Wu, B Jeon IEEE Transactions on Circuits and Systems for Video Technology 30 (10), 3829 …, 2019 | 101 | 2019 |
Weighted Nonlocal Low-Rank Tensor Decomposition Method for Sparse Unmixing of Hyperspectral Images L Sun, F Wu, T Zhan, W Liu, J Wang, B Jeon IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020 | 92 | 2020 |
GPU parallel implementation of spatially adaptive hyperspectral image classification Z Wu, L Shi, J Li, Q Wang, L Sun, Z Wei, J Plaza, A Plaza IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018 | 75 | 2018 |
Student’s t-hidden Markov model for unsupervised learning using localized feature selection Y Zheng, B Jeon, L Sun, J Zhang, H Zhang IEEE Transactions on Circuits and Systems for Video Technology 28 (10), 2586 …, 2017 | 72 | 2017 |
3-D Channel and Spatial Attention Based Multiscale Spatial–Spectral Residual Network for Hyperspectral Image Classification Z Lu, B Xu, L Sun, T Zhan, S Tang IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020 | 67 | 2020 |
Hyperspectral image restoration using low-rank representation on spectral difference image L Sun, B Jeon, Y Zheng, Z Wu IEEE Geoscience and Remote Sensing Letters 14 (7), 1151-1155, 2017 | 66 | 2017 |
Joint classification of hyperspectral and lidar data using a hierarchical cnn and transformer G Zhao, Q Ye, L Sun, Z Wu, C Pan, B Jeon IEEE Transactions on Geoscience and Remote Sensing 61, 1-16, 2022 | 62 | 2022 |
SPANet: Successive pooling attention network for semantic segmentation of remote sensing images L Sun, S Cheng, Y Zheng, Z Wu, J Zhang IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2022 | 62 | 2022 |
Adjacent superpixel-based multiscale spatial-spectral kernel for hyperspectral classification L Sun, C Ma, Y Chen, HJ Shim, Z Wu, B Jeon IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019 | 59 | 2019 |
TDSSC: A Three-Directions Spectral–Spatial Convolution Neural Network for Hyperspectral Image Change Detection T Zhan, B Song, L Sun, X Jia, M Wan, G Yang, Z Wu IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020 | 55 | 2020 |
TSLRLN: Tensor subspace low-rank learning with non-local prior for hyperspectral image mixed denoising C He, L Sun, W Huang, J Zhang, Y Zheng, B Jeon Signal Processing 184, 108060, 2021 | 54 | 2021 |
Fast Superpixel Based Subspace Low Rank Learning Method for Hyperspectral Denoising L Sun, B Jeon, BN Soomro, Y Zheng, Z Wu, L Xiao IEEE Access 6, 12031-12043, 2018 | 44 | 2018 |
Parallel Spatial–Spectral Hyperspectral Image Classification With Sparse Representation and Markov Random Fields on GPUs Z Wu, Q Wang, A Plaza, J Li, L Sun, Z Wei IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2015 | 40 | 2015 |
A Novel Cubic Convolutional Neural Network for Hyperspectral Image Classification J Wang, X Song, L Sun, W Huang, J Wang IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020 | 39 | 2020 |
Real-time implementation of the sparse multinomial logistic regression for hyperspectral image classification on GPUs Z Wu, Q Wang, A Plaza, J Li, L Sun, Z Wei IEEE Geoscience and Remote Sensing Letters 12 (7), 1456-1460, 2015 | 39 | 2015 |
Spatially regularized structural support vector machine for robust visual tracking Y Zheng, L Sun, S Wang, J Zhang, J Ning IEEE transactions on neural networks and learning systems 30 (10), 3024-3034, 2018 | 38 | 2018 |
A novel l 1/2 sparse regression method for hyperspectral unmixing L Sun, Z Wu, L Xiao, J Liu, Z Wei, F Dang International journal of remote sensing 34 (20), 6983-7001, 2013 | 35 | 2013 |