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Liang-Jian Deng (邓良剑)
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Year
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
1822017
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
1712018
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
1692020
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
1492018
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
1112021
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
1032019
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
842017
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
832018
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
812018
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
802020
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
762018
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
722022
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
722022
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
722017
Rain streaks removal for single image via kernel-guided convolutional neural network
YT Wang, XL Zhao, TX Jiang, LJ Deng, Y Chang, TZ Huang
IEEE Transactions on Neural Networks and Learning Systems 32 (8), 3664-3676, 2020
672020
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
662020
Single Image Super-Resolution via an Iterative Reproducing Kernel Hilbert Space Method
LJ Deng, W Guo, TZ Huang
IEEE Transactions on Circuits and Systems for Video Technology 26 (11), 2001 …, 2016
662016
Stripe noise removal of remote sensing images by total variation regularization and group sparsity constraint
Y Chen, TZ Huang, XL Zhao, LJ Deng, J Huang
Remote sensing 9 (6), 559, 2017
652017
Exemplar-based image inpainting using a modified priority definition
LJ Deng, TZ Huang, XL Zhao
PloS one 10 (10), e0141199, 2015
592015
Laplacian pyramid networks: A new approach for multispectral pansharpening
C Jin, LJ Deng, TZ Huang, G Vivone
Information Fusion 78, 158-170, 2022
552022
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Articles 1–20