Qiangqiang Yuan
Orcid: 0000-0001-7140-2224
According to our database1,
Qiangqiang Yuan
authored at least 161 papers
between 2010 and 2025.
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Bibliography
2025
SSTtrack: A unified hyperspectral video tracking framework via modeling spectral-spatial-temporal conditions.
Inf. Fusion, 2025
10-minute forest early wildfire detection: Fusing multi-type and multi-source information via recursive transformer.
Neurocomputing, 2025
2024
IEEE Trans. Neural Networks Learn. Syst., October, 2024
An Ensemble Learning Approach With Attention Mechanism for Detecting Pavement Distress and Disaster-Induced Road Damage.
IEEE Trans. Intell. Transp. Syst., October, 2024
Local Extremum Constrained Total Variation Model for Natural and Hyperspectral Image Non-Blind Deblurring.
IEEE Trans. Circuits Syst. Video Technol., September, 2024
Sensors, September, 2024
IEEE Trans. Circuits Syst. Video Technol., April, 2024
IEEE Trans. Image Process., 2024
Three-Dimension Spatial-Spectral Attention Transformer for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens., 2024
EDiffSR: An Efficient Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2024
PCDASNet: Position-Constrained Differential Attention Siamese Network for Building Damage Assessment.
IEEE Trans. Geosci. Remote. Sens., 2024
A CNN-Transformer Embedded Unfolding Network for Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens., 2024
Advancing Multiobject Tracking for Small Vehicles in Satellite Videos: A More Focused and Continuous Approach.
IEEE Trans. Geosci. Remote. Sens., 2024
Sentinel-1 Dual-Polarization SAR Images Despeckling Network Based on Unsupervised Learning.
IEEE Trans. Geosci. Remote. Sens., 2024
SPIRIT: Spectral Awareness Interaction Network With Dynamic Template for Hyperspectral Object Tracking.
IEEE Trans. Geosci. Remote. Sens., 2024
IEEE Trans. Geosci. Remote. Sens., 2024
A Dual-Perspective Spatiotemporal Fusion Model for Remote Sensing Images by Discriminative Learning of the Spatial and Temporal Mapping.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
A New Spatially and Temporally Continuous Antarctic Ice-Sheet Surface Temperature Retrieval Method From Passive Microwave Swath Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
Physics-Informed Multitemporal Ensemble Learning for Near Real-Time Precipitation Estimates From Himawari-8/-9.
IEEE Geosci. Remote. Sens. Lett., 2024
Fusion of Machine Learning and Semi-Empirical Models for Cooperative Retrieval of Soil Moisture With Optical and SAR Remote Sensing: Cyclic or Parallel?
IEEE Geosci. Remote. Sens. Lett., 2024
Statistic Ratio Attention-Guided Siamese U-Net for SAR Image Semantic Change Detection.
IEEE Geosci. Remote. Sens. Lett., 2024
Inf. Fusion, 2024
Inf. Fusion, 2024
REPS: Rotation equivariant Siamese network enhanced by probability segmentation for satellite video tracking.
Int. J. Appl. Earth Obs. Geoinformation, 2024
Proceedings of the IGARSS 2024, 2024
2023
A fully automatic and high-accuracy surface water mapping framework on Google Earth Engine using Landsat time-series.
Int. J. Digit. Earth, December, 2023
Beyond being wise after the event: Combining spatial, temporal and spectral information for Himawari-8 early-stage wildfire detection.
Int. J. Appl. Earth Obs. Geoinformation, November, 2023
Inf. Fusion, September, 2023
Int. J. Appl. Earth Obs. Geoinformation, September, 2023
From degrade to upgrade: Learning a self-supervised degradation guided adaptive network for blind remote sensing image super-resolution.
Inf. Fusion, August, 2023
An efficient unfolding network with disentangled spatial-spectral representation for hyperspectral image super-resolution.
Inf. Fusion, June, 2023
Himawari-8 High Temporal Resolution AOD Products Recovery: Nested Bayesian Maximum Entropy Fusion Blending GEO With SSO Satellite Observations.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
Geo-Intelligent Retrieval Framework Based on Machine Learning in the Cloud Environment: A Case Study of Soil Moisture Retrieval.
IEEE Trans. Geosci. Remote. Sens., 2023
IEEE Trans. Geosci. Remote. Sens., 2023
Combined Deep Priors With Low-Rank Tensor Factorization for Hyperspectral Image Restoration.
IEEE Geosci. Remote. Sens. Lett., 2023
IEEE Geosci. Remote. Sens. Lett., 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
Cooperated Spectral Low-Rankness Prior and Deep Spatial Prior for HSI Unsupervised Denoising.
IEEE Trans. Image Process., 2022
A Fast and Effective Irregular Stripe Removal Method for Moon Mineralogy Mapper (M<sup>3</sup>).
IEEE Trans. Geosci. Remote. Sens., 2022
Satellite Video Super-Resolution via Multiscale Deformable Convolution Alignment and Temporal Grouping Projection.
IEEE Trans. Geosci. Remote. Sens., 2022
IEEE Trans. Geosci. Remote. Sens., 2022
Multivehicle Object Tracking in Satellite Video Enhanced by Slow Features and Motion Features.
IEEE Trans. Geosci. Remote. Sens., 2022
Local-Global Feature-Aware Transformer Based Residual Network for Hyperspectral Image Denoising.
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.
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
Robust Thick Cloud Removal for Multitemporal Remote Sensing Images Using Coupled Tensor Factorization.
IEEE Trans. Geosci. Remote. Sens., 2022
A Locally Weighted Neural Network Constrained by Global Training for Remote Sensing Estimation of PM₂.₅.
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
The Spatio-Temporal Reconstruction of Lake Water Levels Using Deep Learning Models: A Case Study on Altai Mountains.
IEEE J. Sel. Top. Appl. Earth Obs. 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
Multispectral and SAR Image Fusion Based on Laplacian Pyramid and Sparse Representation.
Remote. Sens., 2022
Remote. Sens., 2022
Remote. Sens., 2022
Remote. Sens., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
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
Space-time super-resolution for satellite video: A joint framework based on multi-scale spatial-temporal transformer.
Int. J. Appl. Earth Obs. Geoinformation, 2022
Int. J. Appl. Earth Obs. Geoinformation, 2022
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.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
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.
Proceedings of the IEEE International Conference on Big Data, 2022
2021
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
Boundary-Aware Dual-Stream Network for VHR Remote Sensing Images Semantic Segmentation.
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.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021
Coupling Model-Driven and Data-Driven Methods for Remote Sensing Image Restoration and Fusion.
CoRR, 2021
Unsupervised missing information reconstruction for single remote sensing image with Deep Code Regression.
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.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021
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 Validation Approach Considering the Uneven Distribution of Ground Stations for Satellite-Based PM<sub>2.5</sub> Estimation.
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
Remote. Sens., 2020
Cloud Removal with Fusion of High Resolution Optical and SAR Images Using Generative Adversarial Networks.
Remote. Sens., 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
Recovery of the Carbon Monoxide Product from S5P-TROPOMI by Fusing Multiple Datasets: A Case Study in Hubei Province, China.
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
IEEE Trans. Geosci. Remote. Sens., 2019
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
Signal Process., 2019
Monitoring the Variation of Vegetation Water Content with Machine Learning Methods: Point-Surface Fusion of MODIS Products and GNSS-IR Observations.
Remote. Sens., 2019
Spatial-Spectral Fusion in Different Swath Widths by a Recurrent Expanding Residual Convolutional Neural Network.
Remote. Sens., 2019
Remote. Sens., 2019
Missing Data Reconstruction for Remote Sensing Images With Weighted Low-Rank Tensor Model.
IEEE Access, 2019
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.
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.
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.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
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
Missing Data Reconstruction in Remote Sensing Image With a Unified Spatial-Temporal-Spectral Deep Convolutional Neural Network.
IEEE Trans. Geosci. Remote. Sens., 2018
A Universal Destriping Framework Combining 1-D and 2-D Variational Optimization Methods.
IEEE Trans. Geosci. Remote. Sens., 2018
A Multiscale and Multidepth Convolutional Neural Network for Remote Sensing Imagery Pan-Sharpening.
IEEE J. Sel. Top. Appl. Earth Obs. 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.
Remote. Sens., 2018
A Unified Spatial-Temporal-Spectral Learning Framework for Reconstructing Missing Data in Remote Sensing Images.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018
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.
IEEE Trans. Geosci. Remote. Sens., 2017
Remote. Sens., 2017
Boosting the Accuracy of Multispectral Image Pansharpening by Learning a Deep Residual Network.
IEEE Geosci. Remote. Sens. Lett., 2017
A Multi-Scale and Multi-Depth Convolutional Neural Network for Remote Sensing Imagery Pan-Sharpening.
CoRR, 2017
Boosting the accuracy of multi-spectral image pan-sharpening by learning a deep residual network.
CoRR, 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
Multi-scale-and-depth convolutional neural network for remote sensed imagery pan-sharpening.
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.
IEEE Trans. Geosci. Remote. Sens., 2016
Noise Removal From Hyperspectral Image With Joint Spectral-Spatial Distributed Sparse Representation.
IEEE Trans. Geosci. Remote. Sens., 2016
Hyperspectral Image Restoration via Iteratively Regularized Weighted Schatten p-Norm Minimization.
IEEE Trans. Geosci. Remote. Sens., 2016
IEEE Trans. Cybern., 2016
Signal Process., 2016
Hyperspectral Image Super-Resolution by Spectral Mixture Analysis and Spatial-Spectral Group Sparsity.
IEEE Geosci. Remote. Sens. Lett., 2016
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
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
Int. J. Geogr. Inf. Sci., 2015
Improving the spatial resolution of hyperspectral image using panchromatic and multispectral images: An integrated method.
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Temporal Domain Group Sparse Representation Based Cloud Removal for Remote Sensing Images.
Proceedings of the Image and Graphics - 8th International Conference, 2015
2014
IEEE Trans. Geosci. Remote. Sens., 2014
IEEE Trans. Geosci. Remote. Sens., 2014
Recovering Quantitative Remote Sensing Products Contaminated by Thick Clouds and Shadows Using Multitemporal Dictionary Learning.
IEEE Trans. Geosci. Remote. Sens., 2014
A locally adaptive L<sub>1</sub>-L<sub>2</sub> norm for multi-frame super-resolution of images with mixed noise and outliers.
Signal Process., 2014
A spatially adaptive retinex variational model for the uneven intensity correction of remote sensing images.
Signal Process., 2014
Blind Restoration of Remote Sensing Images by a Combination of Automatic Knife-Edge Detection and Alternating Minimization.
Remote. Sens., 2014
Dead Pixel Completion of Aqua MODIS Band 6 Using a Robust M-Estimator Multiregression.
IEEE Geosci. Remote. Sens. Lett., 2014
Remote sensing image super-resolution via regional spatially adaptive total variation model.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
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.
IEEE Trans. Image Process., 2013
EURASIP J. Adv. Signal Process., 2013
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
Hyperspectral Image Denoising Employing a Spectral-Spatial Adaptive Total Variation Model.
IEEE Trans. Geosci. Remote. Sens., 2012
IEEE Trans. Circuits Syst. Video Technol., 2012
Proceedings of the 4th Workshop on Hyperspectral Image and Signal Processing, 2012
2010
IEEE Trans. Image Process., 2010