Fast hyperspectral image denoising and inpainting based on low-rank and sparse representations L Zhuang, JM Bioucas-Dias IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018 | 295 | 2018 |
Hyperspectral image denoising based on global and nonlocal low-rank factorizations L Zhuang, X Fu, MK Ng, JM Bioucas-Dias IEEE Transactions on Geoscience and Remote Sensing 59 (12), 10438-10454, 2021 | 114 | 2021 |
Regularization parameter selection in minimum volume hyperspectral unmixing L Zhuang, CH Lin, MAT Figueiredo, JM Bioucas-Dias IEEE Transactions on Geoscience and Remote Sensing 57 (12), 9858-9877, 2019 | 108 | 2019 |
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 | 79 | 2021 |
Hyperspectral image denoising and anomaly detection based on low-rank and sparse representations L Zhuang, L Gao, B Zhang, X Fu, JM Bioucas-Dias IEEE Transactions on Geoscience and Remote Sensing 60, 1-17, 2020 | 79 | 2020 |
BS3LNet: A New Blind-Spot Self-Supervised Learning Network for Hyperspectral Anomaly Detection L Gao, D Wang, L Zhuang, X Sun, M Huang, A Plaza IEEE Transactions on Geoscience and Remote Sensing 61, 1-18, 2023 | 77 | 2023 |
Hyperspectral Mixed Noise Removal By -Norm-Based Subspace Representation L Zhuang, MK Ng IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020 | 74 | 2020 |
Using low-rank representation of abundance maps and nonnegative tensor factorization for hyperspectral nonlinear unmixing L Gao, Z Wang, L Zhuang, H Yu, B Zhang, J Chanussot IEEE Transactions on Geoscience and Remote Sensing 60, 1-17, 2021 | 69 | 2021 |
FastHyMix: Fast and parameter-free hyperspectral image mixed noise removal L Zhuang, MK Ng IEEE Transactions on Neural Networks and Learning Systems 34 (8), 4702-4716, 2021 | 67 | 2021 |
PSO-EM: A hyperspectral unmixing algorithm based on normal compositional model B Zhang, L Zhuang, L Gao, W Luo, Q Ran, Q Du IEEE Transactions on Geoscience and Remote sensing 52 (12), 7782-7792, 2014 | 67 | 2014 |
Global spatial and local spectral similarity-based manifold learning group sparse representation for hyperspectral imagery classification H Yu, L Gao, W Liao, B Zhang, L Zhuang, M Song, J Chanussot IEEE Transactions on Geoscience and Remote Sensing 58 (5), 3043-3056, 2019 | 64 | 2019 |
A new low-rank representation based hyperspectral image denoising method for mineral mapping L Gao, D Yao, Q Li, L Zhuang, B Zhang, JM Bioucas-Dias Remote sensing 9 (11), 1145, 2017 | 49 | 2017 |
Hyperspectral anomaly detection based on chessboard topology L Gao, X Sun, X Sun, L Zhuang, Q Du, B Zhang IEEE Transactions on Geoscience and Remote Sensing 61, 1-16, 2023 | 44 | 2023 |
Adaptive hyperspectral mixed noise removal TX Jiang, L Zhuang, TZ Huang, XL Zhao, JM Bioucas-Dias IEEE Transactions on Geoscience and Remote Sensing 60, 1-13, 2021 | 44 | 2021 |
Combining t-distributed stochastic neighbor embedding with convolutional neural networks for hyperspectral image classification L Gao, D Gu, L Zhuang, J Ren, D Yang, B Zhang IEEE geoscience and remote sensing letters 17 (8), 1368-1372, 2019 | 43 | 2019 |
Hy-demosaicing: Hyperspectral blind reconstruction from spectral subsampling L Zhuang, MK Ng, X Fu, JM Bioucas-Dias IEEE Transactions on Geoscience and Remote Sensing 60, 1-15, 2021 | 41 | 2021 |
A tensor subspace representation-based method for hyperspectral image denoising J Lin, TZ Huang, XL Zhao, TX Jiang, L Zhuang IEEE Transactions on Geoscience and Remote Sensing 59 (9), 7739-7757, 2020 | 38 | 2020 |
PDBSNet: Pixel-shuffle downsampling blind-spot reconstruction network for hyperspectral anomaly detection D Wang, L Zhuang, L Gao, X Sun, M Huang, AJ Plaza IEEE Transactions on Geoscience and Remote Sensing 61, 1-14, 2023 | 37 | 2023 |
Multiple algorithm integration based on ant colony optimization for endmember extraction from hyperspectral imagery L Gao, J Gao, J Li, A Plaza, L Zhuang, X Sun, B Zhang IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2014 | 37 | 2014 |
Normal endmember spectral unmixing method for hyperspectral imagery L Zhuang, B Zhang, L Gao, J Li, A Plaza IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2014 | 35 | 2014 |