Jie Li

Orcid: 0000-0002-4063-9381

Affiliations:
  • Wuhan University, School of Geodesy and Geomatics, LIEMARS, China


According to our database1, Jie Li authored at least 67 papers between 2012 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2023
Spectral super-resolution meets deep learning: Achievements and challenges.
Inf. Fusion, September, 2023

An efficient unfolding network with disentangled spatial-spectral representation for hyperspectral image super-resolution.
Inf. Fusion, June, 2023

An Optimization-Driven Network With Knowledge Prior Injection for HSI Denoising.
IEEE Trans. Geosci. Remote. Sens., 2023

TDiffDe: A Truncated Diffusion Model for Remote Sensing Hyperspectral Image Denoising.
CoRR, 2023

A Soil Moisture Downscaling Residual Dense Network Considering Spatiotemporal Relationship.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022
Spectral Response Function-Guided Deep Optimization-Driven Network for Spectral Super-Resolution.
IEEE Trans. Neural Networks Learn. Syst., 2022

A Fast and Effective Irregular Stripe Removal Method for Moon Mineralogy Mapper (M<sup>3</sup>).
IEEE Trans. Geosci. Remote. Sens., 2022

A Dual-UNet With Multistage Details Injection for Hyperspectral Image Fusion.
IEEE Trans. Geosci. Remote. Sens., 2022

Local-Global Feature-Aware Transformer Based Residual Network for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2022

Low-Resolution Fully Polarimetric SAR and High-Resolution Single-Polarization SAR Image Fusion Network.
IEEE Trans. Geosci. Remote. Sens., 2022

Deep-Learning-Based Spatio-Temporal-Spectral Integrated Fusion of Heterogeneous Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022

A Knowledge Optimization-Driven Network With Normalizer-Free Group ResNet Prior for Remote Sensing Image Pan-Sharpening.
IEEE Trans. Geosci. Remote. Sens., 2022

Coupling Dual Graph Convolution Network and Residual Network for Local Climate Zone Mapping.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

FDFNet: A Fusion Network for Generating High-Resolution Fully PolSAR Images.
IEEE Geosci. Remote. Sens. Lett., 2022

Self-Supervised Pansharpening Based on a Cycle-Consistent Generative Adversarial Network.
IEEE Geosci. Remote. Sens. Lett., 2022

PoNet: A universal physical optimization-based spectral super-resolution network for arbitrary multispectral images.
Inf. Fusion, 2022

DsTer: A dense spectral transformer for remote sensing spectral super-resolution.
Int. J. Appl. Earth Obs. Geoinformation, 2022

Hyperspectral Image Restoration Based on Tensor Average Rank and Spatial-Spectral Total Variation.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Cycle GAN Based Heterogeneous Spatial-Spectral Fusion for Soil Moisture Downscaling.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Deep Image Interpolation: A Unified Unsupervised Framework for Pansharpening.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022


2021
SAR Image Despeckling Employing a Recursive Deep CNN Prior.
IEEE Trans. Geosci. Remote. Sens., 2021

A Spectral Grouping and Attention-Driven Residual Dense Network for Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2021

Physics-Based GAN With Iterative Refinement Unit for Hyperspectral and Multispectral Image Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Hyperspectral and Multispectral Image Fusion by Deep Neural Network in a Self-Supervised Manner.
Remote. Sens., 2021

An Integrated Framework for the Heterogeneous Spatio-Spectral-Temporal Fusion of Remote Sensing Images.
CoRR, 2021

Coupling Model-Driven and Data-Driven Methods for Remote Sensing Image Restoration and Fusion.
CoRR, 2021

Fully Polarimetric SAR and Single-Polarization SAR Image Fusion Network.
CoRR, 2021

Unsupervised missing information reconstruction for single remote sensing image with Deep Code Regression.
Int. J. Appl. Earth Obs. Geoinformation, 2021

Enhanced Residual Dense Network Joint with GRUS for Multispectral and Hyperspectral Image Fusion.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Enhanced 3D Convolution for Hyperspectral Image Super-Resolution.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

A Deep Learning-Based Heterogeneous Spatio-Temporal-Spectral Fusion: SAR and Optical Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Self-supervised Hyperspectral and Multispectral Image Fusion in Deep Neural Network.
Proceedings of the Image and Graphics - 11th International Conference, 2021

2020
Scene-Adaptive Remote Sensing Image Super-Resolution Using a Multiscale Attention Network.
IEEE Trans. Geosci. Remote. Sens., 2020

Can Terrestrial Restoration Methodologies be Transferred to Planetary Hyperspectral Imagery? A Quantitative Intercomparison and Discussion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

A Global Gravity Reconstruction Method for Mercury Employing Deep Convolutional Neural Network.
Remote. Sens., 2020

Cloud Removal with Fusion of High Resolution Optical and SAR Images Using Generative Adversarial Networks.
Remote. Sens., 2020

The Impact of Multi-Dimensional Urbanization on PM₂.₅ Concentrations in 261 Cities of China.
IEEE Access, 2020

Lunar Hyperspectral Image Destriping Method Using Low-Rank Matrix Recovery and Guided Profile.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Video Satellite Imagery Super Resolution for 'Jilin-1' via a Single-and-Multi Frame Ensembled Framework.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Combined the Data-Driven with Model-Driven Stragegy: A Novel Framework for Mixed Noise Removal in Hyperspectral Image.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Data-Driven and Model-Driven Spectral Superresolution Algorithms: Combination, Analysis and Application for Classification.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Hybrid Noise Removal in Hyperspectral Imagery With a Spatial-Spectral Gradient Network.
IEEE Trans. Geosci. Remote. Sens., 2019

Hyperspectral Image Denoising Employing a Spatial-Spectral Deep Residual Convolutional Neural Network.
IEEE Trans. Geosci. Remote. Sens., 2019

Spatial-Spectral Fusion by Combining Deep Learning and Variational Model.
IEEE Trans. Geosci. Remote. Sens., 2019

Antinoise Hyperspectral Image Fusion by Mining Tensor Low-Multilinear-Rank and Variational Properties.
IEEE Trans. Geosci. Remote. Sens., 2019

Hyperspectral image denoising with bilinear low rank matrix factorization.
Signal Process., 2019

Spatial-Spectral Fusion in Different Swath Widths by a Recurrent Expanding Residual Convolutional Neural Network.
Remote. Sens., 2019

Polarimetric SAR Image Super-Resolution VIA Deep Convolutional Neural Network.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Differential Information Residual Convolutional Neural Network for Pansharpening.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Cloud and Shadow Removal for Sentinel-2 by Progressively Spatiotemporal Patch Group Learning.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Learning a Dilated Residual Network for SAR Image Despeckling.
Remote. Sens., 2018

Spatial-Spectral Fusion by Combining Deep Learning and Variation Model.
CoRR, 2018

Archetypal analysis for endmember bundle extraction considering spectral variability.
Proceedings of the 9th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2018

Hyperspectral Band Selection Based on Endmember Dissimilarity for Hyperspectral Unmixing.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Learning a Dilated Residual Network for SAR Image Despeckling.
CoRR, 2017

A spatial - Spectral adaptive haze removal method for remote sensing images.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Miss data reconstruction in remote sensing images with a double weighted tensor low rank model.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016
Noise Removal From Hyperspectral Image With Joint Spectral-Spatial Distributed Sparse Representation.
IEEE Trans. Geosci. Remote. Sens., 2016

Image super-resolution: The techniques, applications, and future.
Signal Process., 2016

Pansharpening with a Guided Filter Based on Three-Layer Decomposition.
Sensors, 2016

Hyperspectral Image Super-Resolution by Spectral Mixture Analysis and Spatial-Spectral Group Sparsity.
IEEE Geosci. Remote. Sens. Lett., 2016

Hyperspectral image super resolution reconstruction with a joint spectral-spatial sub-pixel mapping model.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015
Hyperspectral image recovery employing a multidimensional nonlocal total variation model.
Signal Process., 2015

2013
Hypspectral image denoising via multidimensional nonlocal model.
Proceedings of the 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2013

Hyperspectral images reconstruction based super-pixel mapping using cross-channel sparse model.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012
Research on image reconstruction based and pixel unmixing based sub-pixel mapping methods.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012


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