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Hongyan Zhang
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Hyperspectral Image Restoration Using Low-Rank Matrix Recovery
H Zhang, W He, L Zhang, H Shen, Q Yuan
IEEE Transactions on Geoscience and Remote Sensing 52 (8), 4729-4743, 2014
8002014
Total-variation-regularized low-rank matrix factorization for hyperspectral image restoration
W He, H Zhang, L Zhang, H Shen
IEEE transactions on geoscience and remote sensing 54 (1), 178-188, 2016
5702016
Image super-resolution: The techniques, applications, and future
L Yue, H Shen, J Li, Q Yuan, H Zhang, L Zhang
Signal Processing 128, 389-408, 2016
5152016
A super-resolution reconstruction algorithm for surveillance images
L Zhang, H Zhang, H Shen, P Li
Signal Processing 90 (3), 848-859, 2010
3912010
A Nonlocal Weighted Joint Sparse Representation Classification Method for Hyperspectral Imagery
H Zhang, J Li, Y Huang, L Zhang
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2014
3172014
Recovering Quantitative Remote Sensing Products Contaminated by Thick Clouds and Shadows Using Multi-temporal Dictionary Learning
X Li, H Shen, L Zhang, H Zhang, Q Yuan, Y Gang
IEEE Transactions on Geoscience and Remote Sensing 52 (11), 7086 - 7098, 2014
2832014
Hyperspectral Image Denoising via Noise-Adjusted Iterative Low-Rank Matrix Approximation
W He, H Zhang, L Zhang, H Shen
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015
2612015
Hyperspectral anomaly detection by the use of background joint sparse representation
J Li, H Zhang, L Zhang, L Ma
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2015
2372015
Spectral–Spatial Sparse Subspace Clustering for Hyperspectral Remote Sensing Images
H Zhang, H Zhai, L Zhang, P Li
IEEE Transactions on Geoscience and Remote Sensing, 2016
2252016
Total variation regularized reweighted sparse nonnegative matrix factorization for hyperspectral unmixing
W He, H Zhang, L Zhang
IEEE Transactions on Geoscience and Remote Sensing 55 (7), 3909-3921, 2017
2232017
Hyperspectral image denoising using local low-rank matrix recovery and global spatial–spectral total variation
W He, H Zhang, H Shen, L Zhang
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2018
2072018
A super-resolution reconstruction algorithm for hyperspectral images
H Zhang, L Zhang, H Shen
Signal Processing 92 (9), 2082-2096, 2012
1782012
A Practical Compressed Sensing-Based Pan-Sharpening Method
C Jiang, H Zhang, H Shen, L Zhang
Geoscience and Remote Sensing Letters, IEEE 9 (4), 629-633, 2012
1652012
Hyperspectral image restoration using low-rank tensor recovery
H Fan, Y Chen, Y Guo, H Zhang, G Kuang
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2017
1632017
Non-local meets global: An iterative paradigm for hyperspectral image restoration
W He, Q Yao, C Li, N Yokoya, Q Zhao, H Zhang, L Zhang
IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (4), 2089-2107, 2020
1582020
Adjustable Model-Based Fusion Method for Multispectral and Panchromatic Images
L Zhang, S Shen, W Gong, H Zhang
IEEE Trans. on Systems, Man and Cybernetics, Part B 42 (6), 1693-1704, 2012
1492012
Efficient Superpixel-Level Multitask Joint Sparse Representation for Hyperspectral Image Classification
J Li, H Zhang, L Zhang
IEEE Trans. on Geoscience and Remote Sensing, 2015
1482015
Hyperspectral image classification by nonlocal joint collaborative representation with a locally adaptive dictionary
J Li, H Zhang, Y Huang, L Zhang
IEEE Transactions on Geoscience and Remote Sensing 52 (6), 3707-3719, 2014
1472014
Hyperspectral image denoising with total variation regularization and nonlocal low-rank tensor decomposition
H Zhang, L Liu, W He, L Zhang
IEEE Transactions on Geoscience and Remote Sensing 58 (5), 3071-3084, 2020
1442020
Two-Step Sparse Coding for the Pan-Sharpening of Remote Sensing Images
C Jiang, H Zhang, H Shen, L Zhang
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2014
1362014
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