Qiangqiang Yuan

发表

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

Xiliang Lu, Huanfeng Shen, Xinxin Liu, 2018, IEEE Transactions on Geoscience and Remote Sensing.

A Large-Scale Benchmark Data Set for Evaluating Pansharpening Performance: Overview and Implementation

Hongyan Zhang, Weiwei Sun, Gang Yang, 2020, IEEE Geoscience and Remote Sensing Magazine.

A residual convolutional neural network for polarimetric SAR image super-resolution

Lingli Zhao, Huanfeng Shen, Qiangqiang Yuan, 2020, ISPRS Journal of Photogrammetry and Remote Sensing.

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

Hai Zhang, Qiangqiang Yuan, Jianhao Gao, 2020, Remote. Sens..

An Automatic Shadow Detection Method for VHR Remote Sensing Orthoimagery

Li Yan, Zhenling Ma, Qiangqiang Yuan, 2017, Remote. Sens..

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

Jie Li, Qiang Zhang, Liangpei Zhang, 2018, IEEE Transactions on Geoscience and Remote Sensing.

Adaptive Multiple-Frame Image Super-Resolution Based on U-Curve

Liangpei Zhang, Pingxiang Li, Huanfeng Shen, 2010, IEEE Transactions on Image Processing.

Quality improvement of hyperspectral remote sensing images: A technical overview

Liangpei Zhang, Huifang Li, Hongyan Zhang, 2016, 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

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

Li Yan, Liangpei Zhang, Jiancheng Li, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

A NOVEL REMOVAL METHOD FOR DENSE STRIPES IN REMOTE SENSING IMAGES

Liangpei Zhang, Qing Cheng, Xinxin Liu, 2016 .

Hyperspectral image denoising with bilinear low rank matrix factorization

Michael K. Ng, Jie Li, Xinxin Liu, 2019, Signal Process..

Spatially adaptive nonlocal total variation for PolSAR despeckling

Liangpei Zhang, Xiaoshuang Ma, Huanfeng Shen, 2014, 2014 IEEE Geoscience and Remote Sensing Symposium.

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

Li Yan, Qiangqiang Yuan, Jing Sun, 2017, IEEE Transactions on Geoscience and Remote Sensing.

A universal remote sensing image quality improvement method with deep learning

Liangpei Zhang, Huanfeng Shen, Qiangqiang Yuan, 2016, 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Estimating Ground‐Level PM2.5 by Fusing Satellite and Station Observations: A Geo‐Intelligent Deep Learning Approach

Liangpei Zhang, Xuechen Zhang, Huanfeng Shen, 2017, 1707.03558.

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

Liangpei Zhang, Huanfeng Shen, Qiangqiang Yuan, 2014, Signal Process..

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

Chao Zeng, Qiang Zhang, Qiangqiang Yuan, 2018, IEEE Transactions on Geoscience and Remote Sensing.

A Global Seamless DEM Based on Multi-Source Data Fusion (GSDEM-30): Product Generation and Evaluation

Lu Liu, Liangpei Zhang, Huanfeng Shen, 2019 .

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

Qiang Zhang, Liangpei Zhang, Huanfeng Shen, 2018, IEEE Transactions on Geoscience and Remote Sensing.

Hyperspectral image recovery employing a multidimensional nonlocal total variation model

Jie Li, Liangpei Zhang, Huanfeng Shen, 2015, Signal Process..

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

Jie Li, Qiangqiang Yuan, Shuheng Zhao, 2020, Remote. Sens..

Thick cloud and cloud shadow removal in multitemporal imagery using progressively spatio-temporal patch group deep learning

Qiangqiang Yuan, Jie Li, Huanfeng Shen, 2020, ISPRS Journal of Photogrammetry and Remote Sensing.

An effective thin cloud removal procedure for visible remote sensing images

Huifang Li, Huanfeng Shen, Qiangqiang Yuan, 2014 .

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

Jie Li, Liangpei Zhang, Huanfeng Shen, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Hyperspectral Image Denoising Employing a Spectral–Spatial Adaptive Total Variation Model

Liangpei Zhang, Huanfeng Shen, Qiangqiang Yuan, 2012, IEEE Transactions on Geoscience and Remote Sensing.

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

Liangpei Zhang, Hongyan Zhang, Xinghua Li, 2014, IEEE Geoscience and Remote Sensing Letters.

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

Jie Li, Liangpei Zhang, Huanfeng Shen, 2019, IEEE Transactions on Geoscience and Remote Sensing.

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

Michael K. Ng, Liangpei Zhang, Huanfeng Shen, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

SAR Image Despeckling Employing a Recursive Deep CNN Prior

Jie Li, Qiangqiang Yuan, Huanfeng Shen, 2021, IEEE Transactions on Geoscience and Remote Sensing.

Mapping PM2.5 concentration at a sub-km level resolution: A dual-scale retrieval approach

Liangpei Zhang, Qianqian Yang, Huanfeng Shen, 2020 .

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

Yuan Xie, Dacheng Tao, Weiwei Wu, 2016, IEEE Transactions on Geoscience and Remote Sensing.

A differential information residual convolutional neural network for pansharpening

Jie Li, Liangpei Zhang, Qiangqiang Yuan, 2020, ISPRS Journal of Photogrammetry and Remote Sensing.

Hypspectral image denoising with a multi-view fusion strategy

Liangpei Zhang, Huanfeng Shen, Qiangqiang Yuan, 2012, 2012 4th Workshop on Hyperspectral Image and Signal Processing (WHISPERS).

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

Liangpei Zhang, Hongzhang Xu, Huanfeng Shen, 2018, Remote. Sens..

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

Liangpei Zhang, Huanfeng Shen, Qiangqiang Yuan, 2014, Remote. Sens..

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

Qiang Zhang, Liangpei Zhang, Huanfeng Shen, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

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

Huanfeng Shen, Qiangqiang Yuan, Tongwen Li, 2020, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Blind super-resolution reconstruction method based on maximum a posterior estimation: Blind super-resolution reconstruction method based on maximum a posterior estimation

Liangpei Zhang, Hongyan Zhang, Huanfeng Shen, 2011 .

Cloud removal for remotely sensed images by similar pixel replacement guided with a spatio-temporal MRF model

Liangpei Zhang, Chao Zeng, Qing Cheng, 2014 .

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

Liangpei Zhang, Huanfeng Shen, Qiangqiang Yuan, 2020, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Single image haze removal considering sensor blur and noise

Liangpei Zhang, Huifang Li, Huanfeng Shen, 2013, EURASIP J. Adv. Signal Process..

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

Huifang Li, Huanfeng Shen, Jiang He, 2019, Remote. Sens..

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

Liangpei Zhang, Huanfeng Shen, Qiangqiang Yuan, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

CLOUD DETECTION BY FUSING MULTI-SCALE CONVOLUTIONAL FEATURES

Zhiwei Li, Qing Cheng, Huanfeng Shen, 2018 .

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

Liangpei Zhang, Yuling Jiao, Xiliang Lu, 2016, IEEE Transactions on Geoscience and Remote Sensing.

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

Huifang Li, Xinghua Li, Huanfeng Shen, 2015, ICIG.

Geographically and temporally weighted neural networks for satellite-based mapping of ground-level PM2.5

Liangpei Zhang, Huanfeng Shen, Qiangqiang Yuan, 2018, ISPRS Journal of Photogrammetry and Remote Sensing.

Learning a Dilated Residual Network for SAR Image Despeckling pdf

Xiaoshuang Ma, Qiangqiang Yuan, Qiang Zhang, 2017, Remote. Sens..

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

Weiwei Sun, Huanfeng Shen, Qiangqiang Yuan, 2019, IEEE Transactions on Geoscience and Remote Sensing.

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

Liangpei Zhang, Huanfeng Shen, Qiangqiang Yuan, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

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

Liangpei Zhang, Huanfeng Shen, Qiangqiang Yuan, 2013, IEEE Transactions on Image Processing.

Hyperspectral Image Restoration Using Low-Rank Matrix Recovery

Liangpei Zhang, Wei He, Hongyan Zhang, 2014, IEEE Transactions on Geoscience and Remote Sensing.

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

Jie Li, Liangpei Zhang, Hongyan Zhang, 2016, Signal Process..

Adaptive Norm Selection for Regularized Image Restoration and Super-Resolution

Li Peng, Liangpei Zhang, Huanfeng Shen, 2016, IEEE Transactions on Cybernetics.

Multiframe Super-Resolution Employing a Spatially Weighted Total Variation Model

Liangpei Zhang, Huanfeng Shen, Qiangqiang Yuan, 2012, IEEE Transactions on Circuits and Systems for Video Technology.

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

Qiangqiang Yuan, Linwei Yue, Liangpei Zhang, 2019, Remote. Sens..

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

Yuan Wang, Qiangqiang Yuan, Tongwen Li, 2020, Remote. Sens..

Multiframe image super-resolution adapted with local spatial information.

Liangpei Zhang, Pingxiang Li, Huanfeng Shen, 2011, Journal of the Optical Society of America. A, Optics, image science, and vision.

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

Li Yan, Zongqian Zhan, Qiangqiang Yuan, 2019, Remote Sensing.

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

Liangpei Zhang, Qiangqiang Yuan, Jie Li, 2020, IEEE Transactions on Neural Networks and Learning Systems.

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

Gang Yang, Liangpei Zhang, Hongyan Zhang, 2014, IEEE Transactions on Geoscience and Remote Sensing.

Deep spatio-spectral Bayesian posterior for hyperspectral image non-i.i.d. noise removal

Jie Li, Qiang Zhang, Liangpei Zhang, 2020, ISPRS Journal of Photogrammetry and Remote Sensing.

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

Liangpei Zhang, Huifang Li, Huanfeng Shen, 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

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

Liangpei Zhang, Huanfeng Shen, Qiangqiang Yuan, 2017, IEEE Geoscience and Remote Sensing Letters.

Spatial–Spectral Fusion by Combining Deep Learning and Variational Model

Liangpei Zhang, Jie Li, Huanfeng Shen, 2018, IEEE Transactions on Geoscience and Remote Sensing.

Hypspectral image denoising via multidimensional nonlocal model

Jie Li, Liangpei Zhang, Wei Gong, 2013, 2013 5th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

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

Liangpei Zhang, Huanfeng Shen, Qiangqiang Yuan, 2014, Signal Process..

Hyperspectral images reconstruction based super-pixel mapping using cross-channel sparse model

Jie Li, Liangpei Zhang, Chao Zeng, 2013, 2013 IEEE International Geoscience and Remote Sensing Symposium - IGARSS.

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

Jie Li, Liangpei Zhang, Huanfeng Shen, 2017, 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS).

Hyperspectral Image Denoising With a Spatial–Spectral View Fusion Strategy

Liangpei Zhang, Huanfeng Shen, Qiangqiang Yuan, 2014, IEEE Transactions on Geoscience and Remote Sensing.

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

Shu Zhang, Xuguo Zhang, Jie Li, 2020, IEEE Transactions on Geoscience and Remote Sensing.

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

Liangpei Zhang, Huanfeng Shen, Qiangqiang Yuan, 2015, Int. J. Geogr. Inf. Sci..

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

Liangpei Zhang, Huifang Li, Hongyan Zhang, 2015, 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Oblique Stripe Removal in Remote Sensing Images via Oriented Variation pdf

Liangpei Zhang, Xiliang Lu, Xinxin Liu, 2018, ArXiv.

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

Jie Li, Liangpei Zhang, Huanfeng Shen, 2016, IEEE Geoscience and Remote Sensing Letters.

Mapping PM2.5 concentration at sub-km level resolution: a dual-scale retrieval method

Liangpei Zhang, Qianqian Yang, Huanfeng Shen, 2019, 1907.03095.

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

Qiangqiang Yuan, Liangpei Zhang, Huanfeng Shen, 2021, IEEE Transactions on Geoscience and Remote Sensing.

Radiometric quality improvement of hyperspectral remote sensing images: a technical tutorial on variational framework

Huifang Li, Qiangqiang Yuan, Jie Li, 2021, Journal of Applied Remote Sensing.

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

Qiangqiang Yuan, Liangpei Zhang, Jie Li, 2021, ArXiv.

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

Qiangqiang Yuan, Liangpei Zhang, Qiang Zhang, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

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

Lingli Zhao, Qiangqiang Yuan, Liupeng Lin, 2021, IEEE Transactions on Geoscience and Remote Sensing.

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

Qiangqiang Yuan, Jie Li, Denghong Liu, 2021, IEEE Transactions on Geoscience and Remote Sensing.

Combined deep prior with low-rank tensor SVD for thick cloud removal in multitemporal images

Qiangqiang Yuan, Liangpei Zhang, Qiang Zhang, 2021, ISPRS Journal of Photogrammetry and Remote Sensing.

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

Qiangqiang Yuan, Liangpei Zhang, Jie Li, 2021, Inf. Fusion.

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

Qiangqiang Yuan, Jie Li, Huanfeng Shen, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

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

Qiangqiang Yuan, Liupeng Lin, Jie Li, 2022, IEEE Geoscience and Remote Sensing Letters.

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

Qiangqiang Yuan, Liangpei Zhang, Jie Li, 2021, IEEE Transactions on Geoscience and Remote Sensing.

A Recurrent Refinement Network for Satellite Video Super-Resolution

Qiangqiang Yuan, Yi Xiao, Xin Su, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

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

Lingli Zhao, Qiangqiang Yuan, Liupeng Lin, 2021, ArXiv.

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

Qiangqiang Yuan, Liangpei Zhang, Jie Li, 2021, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Enhanced 3D Convolution for Hyperspectral Image Super-Resolution

Qiangqiang Yuan, Jie Li, Denghong Liu, 2021, 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS.

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

Qiangqiang Yuan, Liangpei Zhang, Jie Li, 2021, IEEE Transactions on Geoscience and Remote Sensing.

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

Zongqian Zhan, Qiangqiang Yuan, Yi Liu, 2021, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

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

Qiangqiang Yuan, Jianhao Gao, Jie Li, 2021, ICIG.

Estimating surface soil moisture from satellite observations using a generalized regression neural network trained on sparse ground-based measurements in the continental U.S

Huanfeng Shen, Qiangqiang Yuan, Tongwen Li, 2020 .

Evaluation and comparison of MODIS Collection 6.1 aerosol optical depth against AERONET over regions in China with multifarious underlying surfaces

Yuan Wang, Huanfeng Shen, Qiangqiang Yuan, 2018, Atmospheric Environment.

The Relationships between PM2.5 and Meteorological Factors in China: Seasonal and Regional Variations

Huanfeng Shen, Qiangqiang Yuan, Tongwen Li, 2017, International journal of environmental research and public health.

The relationships between PM2.5 and aerosol optical depth (AOD) in mainland China: About and behind the spatio-temporal variations.

Huanfeng Shen, Qiangqiang Yuan, Linwei Yue, 2019, Environmental pollution.

The relationships between PM2.5 and AOD in China: About and behind spatiotemporal variations

Huanfeng Shen, Qiangqiang Yuan, Linwei Yue, 2018, 1808.05729.

A novel solution for remote sensing of air quality: From satellite reflectance to ground PM2.5

Huanfeng Shen, Qiangqiang Yuan, Tongwen Li, 2017 .

Large-scale MODIS AOD products recovery: Spatial-temporal hybrid fusion considering aerosol variation mitigation

Yuan Wang, Huanfeng Shen, Qiangqiang Yuan, 2019, ISPRS Journal of Photogrammetry and Remote Sensing.