Qiangqiang Yuan

IEEE Trans. Geosci. Remote. Sens., 2023

An Optimization-Driven Network With Knowledge Prior Injection for HSI Denoising.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Learning a Local-Global Alignment Network for Satellite Video Super-Resolution.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

A Soil Moisture Downscaling Residual Dense Network Considering Spatiotemporal Relationship.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Spectral Response Function-Guided Deep Optimization-Driven Network for Spectral Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Cooperated Spectral Low-Rankness Prior and Deep Spatial Prior for HSI Unsupervised Denoising.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

A Fast and Effective Irregular Stripe Removal Method for Moon Mineralogy Mapper (M3).

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Satellite Video Super-Resolution via Multiscale Deformable Convolution Alignment and Temporal Grouping Projection.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

A Dual-UNet With Multistage Details Injection for Hyperspectral Image Fusion.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Multivehicle Object Tracking in Satellite Video Enhanced by Slow Features and Motion Features.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Local-Global Feature-Aware Transformer Based Residual Network for Hyperspectral Image Denoising.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

One-Step High-Quality NDVI Time-Series Reconstruction by Joint Modeling of Gradual Vegetation Change and Negatively Biased Atmospheric Contamination.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Low-Resolution Fully Polarimetric SAR and High-Resolution Single-Polarization SAR Image Fusion Network.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Robust Thick Cloud Removal for Multitemporal Remote Sensing Images Using Coupled Tensor Factorization.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

A Locally Weighted Neural Network Constrained by Global Training for Remote Sensing Estimation of PM₂.₅.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

A Knowledge Optimization-Driven Network With Normalizer-Free Group ResNet Prior for Remote Sensing Image Pan-Sharpening.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

The Spatio-Temporal Reconstruction of Lake Water Levels Using Deep Learning Models: A Case Study on Altai Mountains.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Coupling Dual Graph Convolution Network and Residual Network for Local Climate Zone Mapping.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Multispectral and SAR Image Fusion Based on Laplacian Pyramid and Sparse Representation.

[BibT_eX]

[DOI]

Remote. Sens., 2022

Deep Contrastive Self-Supervised Hashing for Remote Sensing Image Retrieval.

[BibT_eX]

[DOI]

Remote. Sens., 2022

Vertical Profile of Ozone Derived from Combined MLS and TES Satellite Observations.

[BibT_eX]

[DOI]

Remote. Sens., 2022

Long-Term Variation of Greenhouse Gas N2O Observed by MLS during 2005-2020.

[BibT_eX]

[DOI]

Xinyi Lan

Liye Zhu

Remote. Sens., 2022

Spatial-Temporal Gray-Level Co-Occurrence Aware CNN for SAR Image Change Detection.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

FDFNet: A Fusion Network for Generating High-Resolution Fully PolSAR Images.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

Self-Supervised Pansharpening Based on a Cycle-Consistent Generative Adversarial Network.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

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

[BibT_eX]

[DOI]

Inf. Fusion, 2022

Space-time super-resolution for satellite video: A joint framework based on multi-scale spatial-temporal transformer.

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2022

DsTer: A dense spectral transformer for remote sensing spectral super-resolution.

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2022

Estimation of Hourly Air Temperature in China Based on LightGBM and Himawari-8.

[BibT_eX]

[DOI]

Siqin Zhou

Yuan Wang

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Improving Freeze/Thaw Onsets Retrieval by Combining SMAP and AMSR2 Based on Xgboost: a Case Study in Alaska.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Learning an Intrinsic Graph Neural Network for Sartellite Video Super-Resolution.

[BibT_eX]

[DOI]

Yi Xiao

Xin Su

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Hyperspectral Image Restoration Based on Tensor Average Rank and Spatial-Spectral Total Variation.

[BibT_eX]

[DOI]

Fengfeng Wang

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Estimation of Atmospheric PM2.5 based on Photos and Deep Learning.

[BibT_eX]

[DOI]

Siyu Tan

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Deep Image Interpolation: A Unified Unsupervised Framework for Pansharpening.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

NTIRE 2022 Spectral Recovery Challenge and Data Set.

[BibT_eX]

[DOI]

S. Mohamed Mansoor Roomi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

An Ensemble Learning Approach with Multi-depth Attention Mechanism for Road Damage Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2022

2021

SAR Image Despeckling Employing a Recursive Deep CNN Prior.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

A Spectral Grouping and Attention-Driven Residual Dense Network for Hyperspectral Image Super-Resolution.

[BibT_eX]

[DOI]

Denghong Liu

IEEE Trans. Geosci. Remote. Sens., 2021

Physics-Based GAN With Iterative Refinement Unit for Hyperspectral and Multispectral Image Fusion.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Boundary-Aware Dual-Stream Network for VHR Remote Sensing Images Semantic Segmentation.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Monitoring Recent Lake Variations Under Climate Change Around the Altai Mountains Using Multimission Satellite Data.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

Fully Polarimetric SAR and Single-Polarization SAR Image Fusion Network.

[BibT_eX]

[DOI]

CoRR, 2021

Unsupervised missing information reconstruction for single remote sensing image with Deep Code Regression.

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2021

Thick Cloud Removal for Sentinel-2 Time-Series Images via Combining Deep Prior and Low-Rank Tensor Completion.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Enhanced Residual Dense Network Joint with GRUS for Multispectral and Hyperspectral Image Fusion.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

A Recurrent Refinement Network for Satellite Video Super-Resolution.

[BibT_eX]

[DOI]

Yi Xiao

Xin Su

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Enhanced 3D Convolution for Hyperspectral Image Super-Resolution.

[BibT_eX]

[DOI]

Denghong Liu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Self-supervised Hyperspectral and Multispectral Image Fusion in Deep Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Image and Graphics - 11th International Conference, 2021

2020

Scene-Adaptive Remote Sensing Image Super-Resolution Using a Multiscale Attention Network.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2020

Can Terrestrial Restoration Methodologies be Transferred to Planetary Hyperspectral Imagery? A Quantitative Intercomparison and Discussion.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

A Validation Approach Considering the Uneven Distribution of Ground Stations for Satellite-Based PM2.5 Estimation.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

A Global Gravity Reconstruction Method for Mercury Employing Deep Convolutional Neural Network.

[BibT_eX]

[DOI]

Remote. Sens., 2020

Remote Sensing Estimation of Regional NO2 via Space-Time Neural Networks.

[BibT_eX]

[DOI]

Tongwen Li

Yuan Wang

Remote. Sens., 2020

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

[BibT_eX]

[DOI]

Remote. Sens., 2020

Lunar Hyperspectral Image Destriping Method Using Low-Rank Matrix Recovery and Guided Profile.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Shu Zhang

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.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

Recovery of the Carbon Monoxide Product from S5P-TROPOMI by Fusing Multiple Datasets: A Case Study in Hubei Province, China.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Jiang He

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

Hybrid Noise Removal in Hyperspectral Imagery With a Spatial-Spectral Gradient Network.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Hyperspectral Image Denoising Employing a Spatial-Spectral Deep Residual Convolutional Neural Network.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Spatial-Spectral Fusion by Combining Deep Learning and Variational Model.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Pansharpening for Cloud-Contaminated Very High-Resolution Remote Sensing Images.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Antinoise Hyperspectral Image Fusion by Mining Tensor Low-Multilinear-Rank and Variational Properties.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2019

Hyperspectral image denoising with bilinear low rank matrix factorization.

[BibT_eX]

[DOI]

Signal Process., 2019

Monitoring the Variation of Vegetation Water Content with Machine Learning Methods: Point-Surface Fusion of MODIS Products and GNSS-IR Observations.

[BibT_eX]

[DOI]

Remote. Sens., 2019

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

[BibT_eX]

[DOI]

Remote. Sens., 2019

Single Remote Sensing Image Dehazing Using a Prior-Based Dense Attentive Network.

[BibT_eX]

[DOI]

Remote. Sens., 2019

Missing Data Reconstruction for Remote Sensing Images With Weighted Low-Rank Tensor Model.

[BibT_eX]

[DOI]

IEEE Access, 2019

Cloud removal with fusion of SAR and Optical Images by Deep Learning.

[BibT_eX]

[DOI]

Jianhao Gao

Hai Zhang

Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019

Estimating Surface Soil Moisture from Satellite Observations Using Machine Learning Trained on In Situ Measurements in the Continental U.S.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Validation of MODIS 1-Km MAIAC Aerosol Products with AERONET in China During 2008-2016.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Estimating Snow-Depth by Fusing Satellite and Station Observations: A Deep Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Polarimetric SAR Image Super-Resolution VIA Deep Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Downscaling GNSS-R Based Vegetation Water Content Product Using Random Forest Model.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Differential Information Residual Convolutional Neural Network for Pansharpening.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Missing Data Reconstruction in Remote Sensing Image With a Unified Spatial-Temporal-Spectral Deep Convolutional Neural Network.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

A Universal Destriping Framework Combining 1-D and 2-D Variational Optimization Methods.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2018

A Multiscale and Multidepth Convolutional Neural Network for Remote Sensing Imagery Pan-Sharpening.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Learning a Dilated Residual Network for SAR Image Despeckling.

[BibT_eX]

[DOI]

Remote. Sens., 2018

Quality Improvement of Satellite Soil Moisture Products by Fusing with In-Situ Measurements and GNSS-R Estimates in the Western Continental U.S.

[BibT_eX]

[DOI]

Remote. Sens., 2018

Oblique Stripe Removal in Remote Sensing Images via Oriented Variation.

[BibT_eX]

[DOI]

CoRR, 2018

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

[BibT_eX]

[DOI]

CoRR, 2018

A Unified Spatial-Temporal-Spectral Learning Framework for Reconstructing Missing Data in Remote Sensing Images.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Deep Learning for Ground-Level PM2.5 Prediction from Satellite Remote Sensing Data.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

An Adaptive Weighted Tensor Completion Method for the Recovery of Remote Sensing Images With Missing Data.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2017

An Automatic Shadow Detection Method for VHR Remote Sensing Orthoimagery.

[BibT_eX]

[DOI]

Remote. Sens., 2017

Boosting the Accuracy of Multispectral Image Pansharpening by Learning a Deep Residual Network.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2017

A Multi-Scale and Multi-Depth Convolutional Neural Network for Remote Sensing Imagery Pan-Sharpening.

[BibT_eX]

[DOI]

CoRR, 2017

Learning a Dilated Residual Network for SAR Image Despeckling.

[BibT_eX]

[DOI]

CoRR, 2017

Boosting the accuracy of multi-spectral image pan-sharpening by learning a deep residual network.

[BibT_eX]

[DOI]

CoRR, 2017

Miss data reconstruction in remote sensing images with a double weighted tensor low rank model.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Multi-scale-and-depth convolutional neural network for remote sensed imagery pan-sharpening.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2016

Stripe Noise Separation and Removal in Remote Sensing Images by Consideration of the Global Sparsity and Local Variational Properties.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

Noise Removal From Hyperspectral Image With Joint Spectral-Spatial Distributed Sparse Representation.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

Hyperspectral Image Restoration via Iteratively Regularized Weighted Schatten p-Norm Minimization.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2016

Adaptive Norm Selection for Regularized Image Restoration and Super-Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2016

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

[BibT_eX]

[DOI]

Signal Process., 2016

Hyperspectral Image Super-Resolution by Spectral Mixture Analysis and Spatial-Spectral Group Sparsity.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2016

Quality improvement of hyperspectral remote sensing images: A technical overview.

[BibT_eX]

[DOI]

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

A universal remote sensing image quality improvement method with deep learning.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2015

Hyperspectral image recovery employing a multidimensional nonlocal total variation model.

[BibT_eX]

[DOI]

Signal Process., 2015

Fusion of multi-scale DEMs using a regularized super-resolution method.

[BibT_eX]

[DOI]

Int. J. Geogr. Inf. Sci., 2015

Improving the spatial resolution of hyperspectral image using panchromatic and multispectral images: An integrated method.

[BibT_eX]

[DOI]

Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015

A unified framework for spatio-temporal-spectral fusion of remote sensing images.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Temporal Domain Group Sparse Representation Based Cloud Removal for Remote Sensing Images.

[BibT_eX]

[DOI]

Proceedings of the Image and Graphics - 8th International Conference, 2015

2014

Hyperspectral Image Restoration Using Low-Rank Matrix Recovery.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2014

Hyperspectral Image Denoising With a Spatial-Spectral View Fusion Strategy.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2014

Recovering Quantitative Remote Sensing Products Contaminated by Thick Clouds and Shadows Using Multitemporal Dictionary Learning.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2014

A locally adaptive L1-L2 norm for multi-frame super-resolution of images with mixed noise and outliers.

[BibT_eX]

[DOI]

Signal Process., 2014

A spatially adaptive retinex variational model for the uneven intensity correction of remote sensing images.

[BibT_eX]

[DOI]

Signal Process., 2014

Blind Restoration of Remote Sensing Images by a Combination of Automatic Knife-Edge Detection and Alternating Minimization.

[BibT_eX]

[DOI]

Remote. Sens., 2014

Dead Pixel Completion of Aqua MODIS Band 6 Using a Robust M-Estimator Multiregression.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2014

Remote sensing image super-resolution via regional spatially adaptive total variation model.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Spatially adaptive nonlocal total variation for PolSAR despeckling.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2013

Regional Spatially Adaptive Total Variation Super-Resolution With Spatial Information Filtering and Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2013

Single image haze removal considering sensor blur and noise.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2013

Hypspectral image denoising via multidimensional nonlocal model.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

2012

Hyperspectral Image Denoising Employing a Spectral-Spatial Adaptive Total Variation Model.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2012

Multiframe Super-Resolution Employing a Spatially Weighted Total Variation Model.

[BibT_eX]

[DOI]