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Liang-Jian Deng (邓良剑)
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Detail injection-based deep convolutional neural networks for pansharpening
LJ Deng, G Vivone, C Jin, J Chanussot
IEEE Transactions on Geoscience and Remote Sensing 59 (8), 6995-7010, 2020
2422020
A novel tensor-based video rain streaks removal approach via utilizing discriminatively intrinsic priors
TX Jiang, TZ Huang, XL Zhao, LJ Deng, Y Wang
Proceedings of the ieee conference on computer vision and pattern …, 2017
1942017
Fastderain: A novel video rain streak removal method using directional gradient priors
TX Jiang, TZ Huang, XL Zhao, LJ Deng, Y Wang
IEEE Transactions on Image Processing 28 (4), 2089-2102, 2018
1862018
Hyperspectral image super-resolution via deep spatiospectral attention convolutional neural networks
JF Hu, TZ Huang, LJ Deng, TX Jiang, G Vivone, J Chanussot
IEEE Transactions on Neural Networks and Learning Systems 33 (12), 7251-7265, 2021
1742021
A directional global sparse model for single image rain removal
LJ Deng, TZ Huang, XL Zhao, TX Jiang
Applied Mathematical Modelling 59, 662-679, 2018
1652018
Fusformer: A transformer-based fusion network for hyperspectral image super-resolution
JF Hu, TZ Huang, LJ Deng, HX Dou, D Hong, G Vivone
IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2022
1552022
Machine learning in pansharpening: A benchmark, from shallow to deep networks
LJ Deng, G Vivone, ME Paoletti, G Scarpa, J He, Y Zhang, J Chanussot, ...
IEEE Geoscience and Remote Sensing Magazine 10 (3), 279-315, 2022
1392022
The fusion of panchromatic and multispectral remote sensing images via tensor-based sparse modeling and hyper-Laplacian prior
LJ Deng, M Feng, XC Tai
Information Fusion 52, 76-89, 2019
1282019
Multi-dimensional imaging data recovery via minimizing the partial sum of tubal nuclear norm
TX Jiang, TZ Huang, XL Zhao, LJ Deng
Journal of Computational and Applied Mathematics 372, 112680, 2020
1172020
Joint-sparse-blocks and low-rank representation for hyperspectral unmixing
J Huang, TZ Huang, LJ Deng, XL Zhao
IEEE Transactions on Geoscience and Remote Sensing 57 (4), 2419-2438, 2018
982018
A non-convex tensor rank approximation for tensor completion
TY Ji, TZ Huang, XL Zhao, TH Ma, LJ Deng
Applied Mathematical Modelling 48, 410-422, 2017
942017
Hyperspectral image superresolution using unidirectional total variation with tucker decomposition
T Xu, TZ Huang, LJ Deng, XL Zhao, J Huang
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020
912020
A variational pansharpening approach based on reproducible kernel Hilbert space and heaviside function
LJ Deng, G Vivone, W Guo, M Dalla Mura, J Chanussot
IEEE Transactions on Image Processing 27 (9), 4330-4344, 2018
892018
PSRT: Pyramid shuffle-and-reshuffle transformer for multispectral and hyperspectral image fusion
SQ Deng, LJ Deng, X Wu, R Ran, D Hong, G Vivone
IEEE Transactions on Geoscience and Remote Sensing 61, 1-15, 2023
882023
GuidedNet: A general CNN fusion framework via high-resolution guidance for hyperspectral image super-resolution
R Ran, LJ Deng, TX Jiang, JF Hu, J Chanussot, G Vivone
IEEE Transactions on Cybernetics 53 (7), 4148-4161, 2023
872023
Laplacian pyramid networks: A new approach for multispectral pansharpening
C Jin, LJ Deng, TZ Huang, G Vivone
Information Fusion 78, 158-170, 2022
862022
Matrix factorization for low-rank tensor completion using framelet prior
TX Jiang, TZ Huang, XL Zhao, TY Ji, LJ Deng
Information Sciences 436, 403-417, 2018
842018
Group sparsity based regularization model for remote sensing image stripe noise removal
Y Chen, TZ Huang, LJ Deng, XL Zhao, M Wang
Neurocomputing 267, 95-106, 2017
832017
LAGConv: Local-context adaptive convolution kernels with global harmonic bias for pansharpening
ZR Jin, TJ Zhang, TX Jiang, G Vivone, LJ Deng
Proceedings of the AAAI conference on artificial intelligence 36 (1), 1113-1121, 2022
742022
VO+ Net: An adaptive approach using variational optimization and deep learning for panchromatic sharpening
ZC Wu, TZ Huang, LJ Deng, JF Hu, G Vivone
IEEE Transactions on Geoscience and Remote Sensing 60, 1-16, 2021
742021
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Artículos 1–20