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2020 – today
- 2025
[j158]Ang Li, Menghui Jiang, Dong Chu, Xiaobin Guan, Jie Li, Huanfeng Shen:
Efficient and Effective NDVI Time-Series Reconstruction by Combining Deep Learning and Tensor Completion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 191-205 (2025)- 2024
- [j157]Tao Jiang
, Huanfeng Shen, Huifang Li, Chi Zhang, Liying Xu, Dekun Lin:
A fast and robust cirrus removal method for Landsat 8/9 images. Int. J. Appl. Earth Obs. Geoinformation 128: 103691 (2024) - [j156]Tao Jiang, Huanfeng Shen, Huifang Li, Chi Zhang, Liying Xu, Dekun Lin:
Corrigendum to "A fast and robust cirrus removal method for Landsat 8/9 images" [Int. J. Appl. Earth Obs. and Geoinf. 128 (2024) 103691]. Int. J. Appl. Earth Obs. Geoinformation 128: 103756 (2024) - [j155]Peng Dou, Huanfeng Shen, Chunlin Huang, Zhiwei Li, Yujun Mao, Xinghua Li:
Large-scale land use/land cover extraction from Landsat imagery using feature relationships matrix based deep-shallow learning. Int. J. Appl. Earth Obs. Geoinformation 129: 103866 (2024) - [j154]Junbo Yu, Xinghua Li, Xiaobin Guan, Huanfeng Shen:
A remote sensing assessment index for urban ecological livability and its application. Geo spatial Inf. Sci. 27(2): 289-310 (2024) - [j153]Wenli Huang, Yuting Tao, Wenxia Gan, Huanfeng Shen:
An Evaluation of Radiometric Normalization Methods for Gaofen-2 Vegetation Index Mapping. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j152]Dekun Lin, Huanfeng Shen, Zhonghang Qiu, Shaocong Zhu, Wenli Huang, Tao Jiang:
A Framework for Generating High-Resolution Seamless Remote Sensing Images for Regional-Scale Areas. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j151]Zhonghang Qiu, Linwei Yue, Huanfeng Shen:
Degradation-Oriented Progressive Learning for Haze-Corrupted Satellite Image Super-Resolution. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j150]Chenglin Shao, Huifang Li, Huanfeng Shen:
MCTN-Net: A Multiclass Transportation Network Extraction Method Combining Orientation and Semantic Features. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j149]Jing Sun, Qiangqiang Yuan, Huanfeng Shen, Jie Li, Liangpei Zhang:
A Single-Frame and Multi-Frame Cascaded Image Super-Resolution Method. Sensors 24(17): 5566 (2024) - [j148]Zhengshun Du, Xinghua Li, Jianhao Miao, Yanyuan Huang, Huanfeng Shen, Liangpei Zhang:
Concatenated Deep-Learning Framework for Multitask Change Detection of Optical and SAR Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 719-731 (2024) - [j147]Zhonghua Qian, Linwei Yue, Xiao Xie, Qiangqiang Yuan, Huanfeng Shen:
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. 17: 12505-12520 (2024) - [j146]Yanyuan Huang, Xinghua Li, Zhengshun Du, Huanfeng Shen:
Spatiotemporal Enhancement and Interlevel Fusion Network for Remote Sensing Images Change Detection. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j145]Yinghong Jing, Yao Li, Xinghua Li, Liupeng Lin, Xiaojun She, Menghui Jiang, Huanfeng Shen:
An Integrated Learning Framework for Seamless High-Resolution Soil Moisture Estimation. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j144]Dongyi Li, Dong Chu, Xiaobin Guan, Wei He, Huanfeng Shen:
Adaptive Regularized Low-Rank Tensor Decomposition for Hyperspectral Image Denoising and Destriping. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j143]Jie Li, Liupeng Lin, Mange He, Jiang He, Qiangqiang Yuan, Huanfeng Shen:
Sentinel-1 Dual-Polarization SAR Images Despeckling Network Based on Unsupervised Learning. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j142]Huanfeng Shen, Boxuan Zhang, Menghui Jiang, Jie Li:
Unsupervised Pan-Sharpening Network Incorporating Imaging Spectral Prior and Spatial-Spectral Compensation. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j141]Xinrun Zhong, Huifang Li, Huanfeng Shen, Meiling Gao, Zhihua Wang, Jinqiang He:
Local Climate Zone Mapping by Coupling Multilevel Features With Prior Knowledge Based on Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j140]Shaocong Zhu, Zhiwei Li, Huanfeng Shen:
Transferring Deep Models for Cloud Detection in Multisensor Images via Weakly Supervised Learning. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024) - [c55]Liying Xu, Huifang Li, Chenglin Shao, Meiling Gao, Huanfeng Shen:
Infinite High Fidelity Thin Cloud Synthesis by Coupling Scattering Law and Generative Adversarial Network. IGARSS 2024: 2528-2531 - [c54]Chenglin Shao, Huifang Li, Liying Xu, Meiling Gao, Huanfeng Shen:
From Synthesis to Removal: A Deep Learning-Based Framework for Shadow Removal in High-Resolution Remote Sensing Images. IGARSS 2024: 7488-7491 - [d1]Shaocong Zhu, Zhiwei Li, Huanfeng Shen:
GF1MS-WHU and GF2MS-WHU. IEEE DataPort, 2024
- [i22]Liying Xu, Huifang Li, Huanfeng Shen, Mingyang Lei, Tao Jiang:
PGCS: Physical Law embedded Generative Cloud Synthesis in Remote Sensing Images. CoRR abs/2410.16955 (2024) - 2023
- [j139]Yuting Gong, Huifang Li, Huanfeng Shen, Chunlei Meng, Penghai Wu:
Cloud-covered MODIS LST reconstruction by combining assimilation data and remote sensing data through a nonlocality-reinforced network. Int. J. Appl. Earth Obs. Geoinformation 117: 103195 (2023) - [j138]Fan Ye, Qing Cheng, Weifeng Hao, Dayu Yu, Chao Ma, Dong Liang, Huanfeng Shen:
Reconstructing daily snow and ice albedo series for Greenland by coupling spatiotemporal and physics-informed models. Int. J. Appl. Earth Obs. Geoinformation 124: 103519 (2023) - [j137]Osman Ilniyaz, Qingyun Du, Huanfeng Shen, Wenwen He, Luwei Feng, Hossein Azadi, Alishir Kurban, Xi Chen:
Leaf area index estimation of pergola-trained vineyards in arid regions using classical and deep learning methods based on UAV-based RGB images. Comput. Electron. Agric. 207: 107723 (2023) - [j136]Linwei Yue, Baoguang Li, Shuang Zhu, Qiangqiang Yuan, Huanfeng Shen:
A fully automatic and high-accuracy surface water mapping framework on Google Earth Engine using Landsat time-series. Int. J. Digit. Earth 16(1): 210-233 (2023) - [j135]Chaojun Long, Xinghua Li, Yinghong Jing, Huanfeng Shen:
Bishift Networks for Thick Cloud Removal with Multitemporal Remote Sensing Images. Int. J. Intell. Syst. 2023: 1-17 (2023) - [j134]Jiang He, Qiangqiang Yuan, Jie Li, Yi Xiao, Denghong Liu, Huanfeng Shen, Liangpei Zhang:
Spectral super-resolution meets deep learning: Achievements and challenges. Inf. Fusion 97: 101812 (2023) - [j133]Huanfeng Shen, Wei Zhou, Xinghua Li:
A Fast Globally Optimal Seamline Detection Method for High-Resolution Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j132]Huifang Li, Chao Hu, Xinrun Zhong, Chao Zeng, Huanfeng Shen:
Solid Waste Detection in Cities Using Remote Sensing Imagery Based on a Location-Guided Key Point Network With Multiple Enhancements. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 191-201 (2023) - [j131]Xuechen Bai, Xinghua Li, Jianhao Miao, Huanfeng Shen:
Making the Earth Clear at Night: A High-Resolution Nighttime Light Image Deblooming Network. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j130]Shuang Luo, Huifang Li, Yiqiu Li, Chenglin Shao, Huanfeng Shen, Liangpei Zhang:
An Evolutionary Shadow Correction Network and a Benchmark UAV Dataset for Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j129]Chenyang Ma, Yonggang Qian, Kun Li, Xianhui Dou, Huanfeng Shen, Hongzhao Tang, Shi Qiu, Lihua Zhang, Yuan-Yuan Jia, Guangzhou Ou-Yang:
Temperature and Emissivity Retrieval From Hyperspectral Thermal Infrared Data Using Dictionary-Based Sparse Representation for Emissivity. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j128]Linwei Yue, Huimin Luo, Zheng Zhou, Jie Xu, Huanfeng Shen:
Detection of the Status of Diatom Blooms in the Tributaries of the Yangtze River Based on Sentinel-2 Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j127]Chi Zhang, Huifang Li, Huanfeng Shen, Huagui He, Yang Liu, Peng Yi, Liying Xu:
A General Thin Cloud Correction Method Combining Statistical Information and a Scattering Model for Visible and Near-Infrared Satellite Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-19 (2023) - [j126]Tianhao Zhang, Huanfeng Shen, Xinghui Xia, Lunche Wang, Feiyue Mao, Qiangqiang Yuan, Yu Gu, Bin Zhao, Zhongmin Zhu, Yun Lin, Yanchen Bo, Wei Gong:
Himawari-8 High Temporal Resolution AOD Products Recovery: Nested Bayesian Maximum Entropy Fusion Blending GEO With SSO Satellite Observations. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [i21]Jun Ma, Huanfeng Shen, Menghui Jiang, Liupeng Lin, Chunlei Meng, Chao Zeng, Huifang Li, Penghai Wu:
A physics-constrained machine learning method for mapping gapless land surface temperature. CoRR abs/2307.04817 (2023) - 2022
- [j125]Jingan Wu, Liupeng Lin, Tongwen Li, Qing Cheng, Chi Zhang, Huanfeng Shen:
Fusing Landsat 8 and Sentinel-2 data for 10-m dense time-series imagery using a degradation-term constrained deep network. Int. J. Appl. Earth Obs. Geoinformation 108: 102738 (2022) - [j124]Jiajia Chen, Huanfeng Shen, Xinghua Li, Tongwen Li, Ying Wei:
Ground-level ozone estimation based on geo-intelligent machine learning by fusing in-situ observations, remote sensing data, and model simulation data. Int. J. Appl. Earth Obs. Geoinformation 112: 102955 (2022) - [j123]Dong Chu, Huanfeng Shen, Xiaobin Guan, Xinghua Li:
An L1-regularized variational approach for NDVI time-series reconstruction considering inter-annual seasonal similarity. Int. J. Appl. Earth Obs. Geoinformation 114: 103021 (2022) - [j122]Yinghong Jing, Liupeng Lin, Xinghua Li, Tongwen Li, Huanfeng Shen:
Cascaded Downscaling-Calibration Networks for Satellite Precipitation Estimation. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j121]Xinghua Li, Meizhen He, Huifang Li, Huanfeng Shen:
A Combined Loss-Based Multiscale Fully Convolutional Network for High-Resolution Remote Sensing Image Change Detection. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j120]Liupeng Lin, Huanfeng Shen, Jie Li, Qiangqiang Yuan:
FDFNet: A Fusion Network for Generating High-Resolution Fully PolSAR Images. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j119]Xiangchao Meng, Gang Yang, Feng Shao, Weiwei Sun, Huanfeng Shen, Shutao Li:
SARF: A Simple, Adjustable, and Robust Fusion Method. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j118]Xiaoshuang Zhang, Ruitao Feng, Xinghua Li, Huanfeng Shen, Zhaoxiang Yuan:
Block Adjustment-Based Radiometric Normalization by Considering Global and Local Differences. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j117]Hai Zhang, Huanfeng Shen, Qiangqiang Yuan, Xiaobin Guan:
Multispectral and SAR Image Fusion Based on Laplacian Pyramid and Sparse Representation. Remote. Sens. 14(4): 870 (2022) - [j116]Yedan Yu, Jie Li, Qiangqiang Yuan, Qian Shi, Huanfeng Shen, Liangpei Zhang:
Coupling Dual Graph Convolution Network and Residual Network for Local Climate Zone Mapping. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 1221-1234 (2022) - [j115]Linwei Yue, Fangqing Zan, Xiuguo Liu, Qiangqiang Yuan, Huanfeng Shen:
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. 15: 4919-4940 (2022) - [j114]Menghui Jiang, Huanfeng Shen, Jie Li:
Deep-Learning-Based Spatio-Temporal-Spectral Integrated Fusion of Heterogeneous Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j113]Tongwen Li, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang:
A Locally Weighted Neural Network Constrained by Global Training for Remote Sensing Estimation of PM₂.₅. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j112]Tongwen Li, Jingan Wu, Jiajia Chen, Huanfeng Shen:
An Enhanced Geographically and Temporally Weighted Neural Network for Remote Sensing Estimation of Surface Ozone. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j111]Liupeng Lin, Jie Li, Huanfeng Shen, Lingli Zhao, Qiangqiang Yuan, Xinghua Li:
Low-Resolution Fully Polarimetric SAR and High-Resolution Single-Polarization SAR Image Fusion Network. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j110]Xinxin Liu, Huanfeng Shen, Qiangqiang Yuan, Xiliang Lu, Shutao Li:
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. 60: 1-17 (2022) - [j109]Huanfeng Shen, Zhonghang Qiu, Linwei Yue, Liangpei Zhang:
Deep-Learning-Based Super-Resolution of Video Satellite Imagery by the Coupling of Multiframe and Single-Frame Models. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j108]Huanfeng Shen, Yuchen Wang, Xiaobin Guan, Wenli Huang, Jiajia Chen, Dekun Lin, Wenxia Gan:
A Spatiotemporal Constrained Machine Learning Method for OCO-2 Solar-Induced Chlorophyll Fluorescence (SIF) Reconstruction. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j107]Weiwei Tan, Liqiao Tian, Huanfeng Shen, Chao Zeng:
A New Downscaling-Calibration Procedure for TRMM Precipitation Data Over Yangtze River Economic Belt Region Based on a Multivariate Adaptive Regression Spline Model. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [j106]Jialian Wu, Xin Su, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang:
Multivehicle Object Tracking in Satellite Video Enhanced by Slow Features and Motion Features. IEEE Trans. Geosci. Remote. Sens. 60: 1-26 (2022) - [j105]Yi Xiao, Xin Su, Qiangqiang Yuan, Denghong Liu, Huanfeng Shen, Liangpei Zhang:
Satellite Video Super-Resolution via Multiscale Deformable Convolution Alignment and Temporal Grouping Projection. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [j104]Hongyan Zhang, Jingyi Cai, Wei He, Huanfeng Shen, Liangpei Zhang:
Double Low-Rank Matrix Decomposition for Hyperspectral Image Denoising and Destriping. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [j103]Jiang He, Jie Li, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang:
Spectral Response Function-Guided Deep Optimization-Driven Network for Spectral Super-Resolution. IEEE Trans. Neural Networks Learn. Syst. 33(9): 4213-4227 (2022) - [c53]Menghui Jiang, Huanfeng Shen, Jie Li:
Cycle GAN Based Heterogeneous Spatial-Spectral Fusion for Soil Moisture Downscaling. IGARSS 2022: 4819-4822 - [i20]Yinghong Jing, Liupeng Lin, Xinghua Li, Tongwen Li, Huanfeng Shen:
An attention mechanism based convolutional network for satellite precipitation downscaling over China. CoRR abs/2203.14812 (2022) - 2021
- [j102]Peng Dou, Huanfeng Shen, Zhiwei Li, Xiaobin Guan:
Time series remote sensing image classification framework using combination of deep learning and multiple classifiers system. Int. J. Appl. Earth Obs. Geoinformation 103: 102477 (2021) - [j101]Ruitao Feng, Qingyun Du, Huanfeng Shen, Xinghua Li:
Region-by-Region Registration Combining Feature-Based and Optical Flow Methods for Remote Sensing Images. Remote. Sens. 13(8): 1475 (2021) - [j100]Yao Shen, Chao Zeng, Qing Cheng, Huanfeng Shen:
Opposite Spatiotemporal Patterns for Surface Urban Heat Island of Two "Stove Cities" in China: Wuhan and Nanchang. Remote. Sens. 13(21): 4447 (2021) - [j99]Meiling Gao, Zhenhong Li, Zhenyu Tan, Qi Liu, Huanfeng Shen:
Simulating the Response of the Surface Urban Heat Environment to Land Use and Land Cover Changes: A Case Study of Wuhan, China. Remote. Sens. 13(22): 4495 (2021) - [j98]Yao Shen, Huanfeng Shen, Qing Cheng, Liangpei Zhang:
Generating Comparable and Fine-Scale Time Series of Summer Land Surface Temperature for Thermal Environment Monitoring. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 2136-2147 (2021) - [j97]Peng Dou, Huanfeng Shen, Zhiwei Li, Xiaobin Guan, Wenli Huang:
Remote Sensing Image Classification Using Deep-Shallow Learning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 3070-3083 (2021) - [j96]Shuang Luo, Huifang Li, Ruzhao Zhu, Yuting Gong, Huanfeng Shen:
ESPFNet: An Edge-Aware Spatial Pyramid Fusion Network for Salient Shadow Detection in Aerial Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 4633-4646 (2021) - [j95]Jingan Wu, Tongwen Li, Chengyue Zhang, Qing Cheng, Huanfeng Shen:
Hourly PM2.5 Concentration Monitoring With Spatiotemporal Continuity by the Fusion of Satellite and Station Observations. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 8019-8032 (2021) - [j94]Huanfeng Shen, Chenxia Zhou, Jie Li, Qiangqiang Yuan:
SAR Image Despeckling Employing a Recursive Deep CNN Prior. IEEE Trans. Geosci. Remote. Sens. 59(1): 273-286 (2021) - [c52]Menghui Jiang, Jie Li, Huanfeng Shen:
A Deep Learning-Based Heterogeneous Spatio-Temporal-Spectral Fusion: SAR and Optical Images. IGARSS 2021: 1252-1255 - [c51]Jiajun Xiao, Qiangqiang Yuan, Jie Li, Huanfeng Shen:
Enhanced Residual Dense Network Joint with GRUS for Multispectral and Hyperspectral Image Fusion. IGARSS 2021: 2448-2451 - [i19]Liupeng Lin, Jie Li, Huanfeng Shen, Lingli Zhao, Qiangqiang Yuan, Xinghua Li:
Fully Polarimetric SAR and Single-Polarization SAR Image Fusion Network. CoRR abs/2107.08355 (2021) - [i18]Huanfeng Shen, Menghui Jiang, Jie Li, Chenxia Zhou, Qiangqiang Yuan, Liangpei Zhang:
Coupling Model-Driven and Data-Driven Methods for Remote Sensing Image Restoration and Fusion. CoRR abs/2108.06073 (2021) - [i17]Menghui Jiang, Huanfeng Shen, Jie Li, Liangpei Zhang:
An Integrated Framework for the Heterogeneous Spatio-Spectral-Temporal Fusion of Remote Sensing Images. CoRR abs/2109.00400 (2021) - [i16]Ye Liu, Huifang Li, Chao Hu, Shuang Luo, Huanfeng Shen, Chang Wen Chen:
CATNet: Context AggregaTion Network for Instance Segmentation in Remote Sensing Images. CoRR abs/2111.11057 (2021) - [i15]Jun Ma, Huanfeng Shen, Penghai Wu, Jingan Wu, Meiling Gao, Chunlei Meng:
Generating gapless land surface temperature with a high spatio-temporal resolution by fusing multi-source satellite-observed and model-simulated data. CoRR abs/2111.15636 (2021) - 2020
- [j93]Xinghua Li, Zhiwei Li, Ruitao Feng, Shuang Luo, Chi Zhang, Menghui Jiang, Huanfeng Shen:
Generating High-Quality and High-Resolution Seamless Satellite Imagery for Large-Scale Urban Regions. Remote. Sens. 12(1): 81 (2020) - [j92]Yao Shen, Huanfeng Shen, Qing Cheng, Liwen Huang, Liangpei Zhang:
Monitoring Three-Decade Expansion of China's Major Cities Based on Satellite Remote Sensing Images. Remote. Sens. 12(3): 491 (2020) - [j91]Yudie Wang, Zhiwei Li, Chao Zeng, Gui-Song Xia, Huanfeng Shen:
An Urban Water Extraction Method Combining Deep Learning and Google Earth Engine. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 768-781 (2020) - [j90]Tongwen Li, Huanfeng Shen, Chao Zeng, Qiangqiang Yuan:
A Validation Approach Considering the Uneven Distribution of Ground Stations for Satellite-Based PM2.5 Estimation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 1312-1321 (2020) - [j89]Shuheng Zhao, Jie Li, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang:
Can Terrestrial Restoration Methodologies be Transferred to Planetary Hyperspectral Imagery? A Quantitative Intercomparison and Discussion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 5759-5775 (2020) - [j88]Jingan Wu, Qing Cheng, Huifang Li, Shuang Li, Xiaobin Guan, Huanfeng Shen:
Spatiotemporal Fusion With Only Two Remote Sensing Images as Input. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 6206-6219 (2020) - [j87]Huanfeng Shen, Chi Zhang, Huifang Li, Quan Yuan, Liangpei Zhang:
A Spatial-Spectral Adaptive Haze Removal Method for Visible Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 58(9): 6168-6180 (2020) - [c50]Shuheng Zhao, Qiangqiang Yuan, Jie Li, Huanfeng Shen, Liangpei Zhang:
Lunar Hyperspectral Image Destriping Method Using Low-Rank Matrix Recovery and Guided Profile. IGARSS 2020: 585-588 - [c49]Qiang Zhang, Fujun Sun, Qiangqiang Yuan, Jie Li, Huanfeng Shen, Liangpei Zhang:
Combined the Data-Driven with Model-Driven Stragegy: A Novel Framework for Mixed Noise Removal in Hyperspectral Image. IGARSS 2020: 2667-2670 - [i14]Jiang He, Jie Li, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang:
Spectral Response Function Guided Deep Optimization-driven Network for Spectral Super-resolution. CoRR abs/2011.09701 (2020)
2010 – 2019
- 2019
- [j86]Qing Cheng, Qiangqiang Yuan, Michael Kwok-Po Ng, Huanfeng Shen, Liangpei Zhang:
Missing Data Reconstruction for Remote Sensing Images With Weighted Low-Rank Tensor Model. IEEE Access 7: 142339-142352 (2019) - [j85]Wenying Du, Nengcheng Chen, Sai Yuan, Chao Wang, Min Huang, Huanfeng Shen:
Sensor web - Enabled flood event process detection and instant service. Environ. Model. Softw. 117: 29-42 (2019) - [j84]Xiangchao Meng, Huanfeng Shen, Huifang Li, Liangpei Zhang, Randi Fu:
Review of the pansharpening methods for remote sensing images based on the idea of meta-analysis: Practical discussion and challenges. Inf. Fusion 46: 102-113 (2019) - [j83]Qiangqiang Yuan, Shuwen Li, Linwei Yue, Tongwen Li, Huanfeng Shen, Liangpei Zhang:
Monitoring the Variation of Vegetation Water Content with Machine Learning Methods: Point-Surface Fusion of MODIS Products and GNSS-IR Observations. Remote. Sens. 11(12): 1440 (2019) - [j82]Zhiwei Li, Huanfeng Shen, Qing Cheng, Wei Li, Liangpei Zhang:
Thick Cloud Removal in High-Resolution Satellite Images Using Stepwise Radiometric Adjustment and Residual Correction. Remote. Sens. 11(16): 1925 (2019) - [j81]Jiang He, Jie Li, Qiangqiang Yuan, Huifang Li, Huanfeng Shen:
Spatial-Spectral Fusion in Different Swath Widths by a Recurrent Expanding Residual Convolutional Neural Network. Remote. Sens. 11(19): 2203 (2019) - [j80]Yinghong Jing, Huanfeng Shen, Xinghua Li, Xiaobin Guan:
A Two-Stage Fusion Framework to Generate a Spatio-Temporally Continuous MODIS NDSI Product over the Tibetan Plateau. Remote. Sens. 11(19): 2261 (2019) - [j79]Hong Wang, Jiawen Li, Zhiqiu Gao, Steve Hung-Lam Yim, Huanfeng Shen, Hung Chak Ho, Zhiyuan Li, Zhaoliang Zeng, Chao Liu, Yubin Li, Guicai Ning, Yuanjian Yang:
High-Spatial-Resolution Population Exposure to PM2.5 Pollution Based on Multi-Satellite Retrievals: A Case Study of Seasonal Variation in the Yangtze River Delta, China in 2013. Remote. Sens. 11(23): 2724 (2019) - [j78]Shuang Luo, Huanfeng Shen, Huifang Li, Yumin Chen:
Shadow removal based on separated illumination correction for urban aerial remote sensing images. Signal Process. 165: 197-208 (2019) - [j77]Xiaoshuang Ma, Penghai Wu, Huanfeng Shen:
Multifrequency Polarimetric SAR Image Despeckling by Iterative Nonlocal Means Based on a Space-Frequency Information Joint Covariance Matrix. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(1): 274-284 (2019) - [j76]Huanfeng Shen, Jingan Wu, Qing Cheng, Mahemujiang Aihemaiti, Chengyue Zhang, Zhiwei Li:
A Spatiotemporal Fusion Based Cloud Removal Method for Remote Sensing Images With Land Cover Changes. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(3): 862-874 (2019) - [j75]Gang Yang, Weiwei Sun, Huanfeng Shen, Xiangchao Meng, Jialin Li:
An Integrated Method for Reconstructing Daily MODIS Land Surface Temperature Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(3): 1026-1040 (2019) - [j74]Qiangqiang Yuan, Qiang Zhang, Jie Li, Huanfeng Shen, Liangpei Zhang:
Hyperspectral Image Denoising Employing a Spatial-Spectral Deep Residual Convolutional Neural Network. IEEE Trans. Geosci. Remote. Sens. 57(2): 1205-1218 (2019) - [j73]Xiaoshuang Ma, Penghai Wu, Huanfeng Shen:
A Nonlinear Guided Filter for Polarimetric SAR Image Despeckling. IEEE Trans. Geosci. Remote. Sens. 57(4): 1918-1927 (2019) - [j72]Xiangchao Meng, Huanfeng Shen, Qiangqiang Yuan, Huifang Li, Liangpei Zhang, Weiwei Sun:
Pansharpening for Cloud-Contaminated Very High-Resolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 57(5): 2840-2854 (2019) - [j71]Huanfeng Shen, Menghui Jiang, Jie Li, Qiangqiang Yuan, Yanchong Wei, Liangpei Zhang:
Spatial-Spectral Fusion by Combining Deep Learning and Variational Model. IEEE Trans. Geosci. Remote. Sens. 57(8): 6169-6181 (2019) - [j70]Qiang Zhang, Qiangqiang Yuan, Jie Li, Xinxin Liu, Huanfeng Shen, Liangpei Zhang:
Hybrid Noise Removal in Hyperspectral Imagery With a Spatial-Spectral Gradient Network. IEEE Trans. Geosci. Remote. Sens. 57(10): 7317-7329 (2019) - [j69]Jie Li, Xinxin Liu, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang:
Antinoise Hyperspectral Image Fusion by Mining Tensor Low-Multilinear-Rank and Variational Properties. IEEE Trans. Geosci. Remote. Sens. 57(10): 7832-7848 (2019) - [c48]Qiang Zhang, Qiangqiang Yuan, Jie Li, Huanfeng Shen, Liangpei Zhang:
Cloud and Shadow Removal for Sentinel-2 by Progressively Spatiotemporal Patch Group Learning. IGARSS 2019: 775-778 - [c47]Liupeng Lin, Jie Li, Qiangqiang Yuan, Huanfeng Shen:
Polarimetric SAR Image Super-Resolution VIA Deep Convolutional Neural Network. IGARSS 2019: 3205-3208 - [c46]Jiwen Wang, Qiangqiang Yuan, Tongwen Li, Huanfeng Shen, Liangpei Zhang:
Estimating Snow-Depth by Fusing Satellite and Station Observations: A Deep Learning Approach. IGARSS 2019: 4109-4112 - [c45]Menghui Jiang, Jie Li, Qiangqiang Yuan, Huanfeng Shen, Xinxin Liu, Mingming Xu:
Differential Information Residual Convolutional Neural Network for Pansharpening. IGARSS 2019: 4865-4868 - [c44]Hongzhang Xu, Qiangqiang Yuan, Tongwen Li, Huanfeng Shen, Liangpei Zhang:
Estimating Surface Soil Moisture from Satellite Observations Using Machine Learning Trained on In Situ Measurements in the Continental U.S. IGARSS 2019: 6166-6169 - [c43]Shuwen Li, Qiangqiang Yuan, Linwei Yue, Tongwen Li, Huanfeng Shen, Liangpei Zhang:
Downscaling GNSS-R Based Vegetation Water Content Product Using Random Forest Model. IGARSS 2019: 6720-6723 - [c42]Tao Wang, Huifang Li, Huanfeng Shen, Meiling Gao:
Impact of Urban Spatial Form on Daytime Land Surface Temperature in Communities of Wuhan. IGARSS 2019: 7451-7454 - [c41]Yuan Wang, Qiangqiang Yuan, Haotian Wang, Tongwen Li, Huanfeng Shen, Liangpei Zhang:
Validation of MODIS 1-Km MAIAC Aerosol Products with AERONET in China During 2008-2016. IGARSS 2019: 7610-7613 - [c40]Yao Shen, Huanfeng Shen, Qing Cheng, Liwen Huang, Liangpei Zhang:
Urban Expansion Trajectories in China's 36 Major Cities. JURSE 2019: 1-4 - [i13]Yudie Wang, Zhiwei Li, Chao Zeng, Gui-Song Xia, Huanfeng Shen:
Extracting urban water by combining deep learning and Google Earth Engine. CoRR abs/1912.10726 (2019) - 2018
- [j68]Hongzhang Xu, Qiangqiang Yuan, Tongwen Li, Huanfeng Shen, Liangpei Zhang, Hongtao Jiang:
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. 10(9): 1351 (2018) - [j67]Linwei Yue, Huanfeng Shen, Wei Yu, Liangpei Zhang:
Monitoring of Historical Glacier Recession in Yulong Mountain by the Integration of Multisource Remote Sensing Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(2): 388-400 (2018) - [j66]Huanfeng Shen, Xiuping Jia, José M. Bioucas-Dias, Nicolas Dobigeon, Yi Cui, Fabio Pacifici:
Foreword to the Special Issue on Quality Improvements of Remote Sensing Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(3): 687-690 (2018) - [j65]Wei He, Hongyan Zhang, Huanfeng Shen, Liangpei Zhang:
Hyperspectral Image Denoising Using Local Low-Rank Matrix Recovery and Global Spatial-Spectral Total Variation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(3): 713-729 (2018) - [j64]Xiaoshuang Ma, Penghai Wu, Yanlan Wu, Huanfeng Shen:
A Review on Recent Developments in Fully Polarimetric SAR Image Despeckling. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(3): 743-758 (2018) - [j63]Qiangqiang Yuan, Yancong Wei, Xiangchao Meng, Huanfeng Shen, Liangpei Zhang:
A Multiscale and Multidepth Convolutional Neural Network for Remote Sensing Imagery Pan-Sharpening. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(3): 978-989 (2018) - [j62]Xiaobin Guan, Huanfeng Shen, Xinghua Li, Wenxia Gan, Liangpei Zhang:
Climate Control on Net Primary Productivity in the Complicated Mountainous Area: A Case Study of Yunnan, China. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(12): 4637-4648 (2018) - [j61]Xinxin Liu, Huanfeng Shen, Qiangqiang Yuan, Xiliang Lu, Chunping Zhou:
A Universal Destriping Framework Combining 1-D and 2-D Variational Optimization Methods. IEEE Trans. Geosci. Remote. Sens. 56(2): 808-822 (2018) - [j60]Gang Yang, Huanfeng Shen, Weiwei Sun, Jialin Li, Ninghui Diao, Zongyi He:
On the Generation of Gapless and Seamless Daily Surface Reflectance Data. IEEE Trans. Geosci. Remote. Sens. 56(8): 4289-4306 (2018) - [c39]Qiang Zhang, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang:
A Unified Spatial-Temporal-Spectral Learning Framework for Reconstructing Missing Data in Remote Sensing Images. IGARSS 2018: 4981-4984 - [c38]Peiyu Dai, Hongyan Zhang, Liangpei Zhang, Huanfeng Shen:
A Remote Sensing Spatiotemporal Fusion Model of Landsat and Modis Data via Deep Learning. IGARSS 2018: 7030-7033 - [c37]Tongwen Li, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang:
Deep Learning for Ground-Level PM2.5 Prediction from Satellite Remote Sensing Data. IGARSS 2018: 7581-7584 - [i12]Qiangqiang Yuan, Qiang Zhang, Jie Li, Huanfeng Shen, Liangpei Zhang:
Hyperspectral Image Denoising Employing a Spatial-Spectral Deep Residual Convolutional Neural Network. CoRR abs/1806.00183 (2018) - [i11]Xin-Yi Tong, Gui-Song Xia, Qikai Lu, Huanfeng Shen, Shengyang Li, Shucheng You, Liangpei Zhang:
Learning Transferable Deep Models for Land-Use Classification with High-Resolution Remote Sensing Images. CoRR abs/1807.05713 (2018) - [i10]Huanfeng Shen, Menghui Jiang, Jie Li, Qiangqiang Yuan, Yanchong Wei, Liangpei Zhang:
Spatial-Spectral Fusion by Combining Deep Learning and Variation Model. CoRR abs/1809.00764 (2018) - [i9]Xinxin Liu, Xiliang Lu, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang:
Oblique Stripe Removal in Remote Sensing Images via Oriented Variation. CoRR abs/1809.02043 (2018) - [i8]Qiang Zhang, Qiangqiang Yuan, Jie Li, Xinxin Liu, Huanfeng Shen, Liangpei Zhang:
Hybrid Noise Removal in Hyperspectral Imagery With a Spatial-Spectral Gradient Network. CoRR abs/1810.00495 (2018) - [i7]Zhiwei Li, Huanfeng Shen, Qing Cheng, Yuhao Liu, Shucheng You, Zongyi He:
Deep learning based cloud detection for remote sensing images by the fusion of multi-scale convolutional features. CoRR abs/1810.05801 (2018) - 2017
- [j59]Yancong Wei, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang:
Boosting the Accuracy of Multispectral Image Pansharpening by Learning a Deep Residual Network. IEEE Geosci. Remote. Sens. Lett. 14(10): 1795-1799 (2017) - [j58]Weijing Chen, Huanfeng Shen, Chunlin Huang, Xin Li:
Improving Soil Moisture Estimation with a Dual Ensemble Kalman Smoother by Jointly Assimilating AMSR-E Brightness Temperature and MODIS LST. Remote. Sens. 9(3): 273 (2017) - [j57]Tianhao Zhang, Chao Zeng, Wei Gong, Lunche Wang, Kun Sun, Huanfeng Shen, Zhongmin Zhu, Zerun Zhu:
Improving Spatial Coverage for Aqua MODIS AOD using NDVI-Based Multi-Temporal Regression Analysis. Remote. Sens. 9(4): 340 (2017) - [j56]Hongtao Jiang, Huanfeng Shen, Huifang Li, Fangni Lei, Wenxia Gan, Liangpei Zhang:
Evaluation of Multiple Downscaled Microwave Soil Moisture Products over the Central Tibetan Plateau. Remote. Sens. 9(5): 402 (2017) - [j55]Xiaobin Guan, Huanfeng Shen, Wenxia Gan, Gang Yang, Lunche Wang, Xinghua Li, Liangpei Zhang:
A 33-Year NPP Monitoring Study in Southwest China by the Fusion of Multi-Source Remote Sensing and Station Data. Remote. Sens. 9(10): 1082 (2017) - [j54]Qing Cheng, Huanfeng Shen, Liangpei Zhang, Zhenghong Peng:
Missing Information Reconstruction for Single Remote Sensing Images Using Structure-Preserving Global Optimization. IEEE Signal Process. Lett. 24(8): 1163-1167 (2017) - [j53]Qing Cheng, Huiqing Liu, Huanfeng Shen, Penghai Wu, Liangpei Zhang:
A Spatial and Temporal Nonlocal Filter-Based Data Fusion Method. IEEE Trans. Geosci. Remote. Sens. 55(8): 4476-4488 (2017) - [c36]Shuang Luo, Huifang Li, Huanfeng Shen:
Shadow removal based on clustering correction of illumination field for urban aerial remote sensing images. ICIP 2017: 485-489 - [c35]Ruitao Feng, Xinghua Li, Wenli Zou, Huanfeng Shen:
Registration of multitemporal GF-1 remote sensing images with weighting perspective transformation model. ICIP 2017: 2264-2268 - [c34]Hongtao Jiang, Huanfeng Shen, Xinghua Li, Liangpei Zhang:
Generation of SMAP 9 KM soil moisture using a spatio-temporal information fusion model. IGARSS 2017: 2008-2011 - [c33]Chengyue Zhang, Zhiwei Li, Qing Cheng, Xinghua Li, Huanfeng Shen:
Cloud removal by fusing multi-source and multi-temporal images. IGARSS 2017: 2577-2580 - [c32]Yancong Wei, Qiangqiang Yuan, Xiangchao Meng, Huanfeng Shen, Liangpei Zhang, Michael Kwok-Po Ng:
Multi-scale-and-depth convolutional neural network for remote sensed imagery pan-sharpening. IGARSS 2017: 3413-3416 - [c31]Qiangqiang Yuan, Michael K. Ng, Huanfeng Shen, Liangpei Zhang, Jie Li:
Miss data reconstruction in remote sensing images with a double weighted tensor low rank model. IGARSS 2017: 4036-4039 - [c30]Chi Zhang, Huifang Li, Huanfeng Shen, Jie Li:
A spatial - Spectral adaptive haze removal method for remote sensing images. IGARSS 2017: 6134-6137 - [i6]Yancong Wei, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang:
Boosting the accuracy of multi-spectral image pan-sharpening by learning a deep residual network. CoRR abs/1705.07556 (2017) - [i5]Chengyue Zhang, Zhiwei Li, Qing Cheng, Xinghua Li, Huanfeng Shen:
Correction of "Cloud Removal By Fusing Multi-Source and Multi-Temporal Images". CoRR abs/1707.09959 (2017) - [i4]Qiang Zhang, Zhen Yang, Qiangqiang Yuan, Jie Li, Xiaoshuang Ma, Huanfeng Shen, Liangpei Zhang:
Learning a Dilated Residual Network for SAR Image Despeckling. CoRR abs/1709.02898 (2017) - [i3]Qiangqiang Yuan, Yancong Wei, Xiangchao Meng, Huanfeng Shen, Liangpei Zhang:
A Multi-Scale and Multi-Depth Convolutional Neural Network for Remote Sensing Imagery Pan-Sharpening. CoRR abs/1712.09809 (2017) - 2016
- [j52]Jie Li, Qiangqiang Yuan, Huanfeng Shen, Xiangchao Meng, Liangpei Zhang:
Hyperspectral Image Super-Resolution by Spectral Mixture Analysis and Spatial-Spectral Group Sparsity. IEEE Geosci. Remote. Sens. Lett. 13(9): 1250-1254 (2016) - [j51]Wei Zhai, Huanfeng Shen, Chunlin Huang, Wansheng Pei:
Building Earthquake Damage Information Extraction from a Single Post-Earthquake PolSAR Image. Remote. Sens. 8(3): 171 (2016) - [j50]Xiangchao Meng, Jie Li, Huanfeng Shen, Liangpei Zhang, Hongyan Zhang:
Pansharpening with a Guided Filter Based on Three-Layer Decomposition. Sensors 16(7): 1068 (2016) - [j49]Linwei Yue, Huanfeng Shen, Jie Li, Qiangqiang Yuan, Hongyan Zhang, Liangpei Zhang:
Image super-resolution: The techniques, applications, and future. Signal Process. 128: 389-408 (2016) - [j48]Xinghua Li, Huanfeng Shen, Huifang Li, Liangpei Zhang:
Patch Matching-Based Multitemporal Group Sparse Representation for the Missing Information Reconstruction of Remote-Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(8): 3629-3641 (2016) - [j47]Huanfeng Shen, Li Peng, Linwei Yue, Qiangqiang Yuan, Liangpei Zhang:
Adaptive Norm Selection for Regularized Image Restoration and Super-Resolution. IEEE Trans. Cybern. 46(6): 1388-1399 (2016) - [j46]Wei He, Hongyan Zhang, Liangpei Zhang, Huanfeng Shen:
Total-Variation-Regularized Low-Rank Matrix Factorization for Hyperspectral Image Restoration. IEEE Trans. Geosci. Remote. Sens. 54(1): 178-188 (2016) - [j45]Xinxin Liu, Xiliang Lu, Huanfeng Shen, Qiangqiang Yuan, Yuling Jiao, Liangpei Zhang:
Stripe Noise Separation and Removal in Remote Sensing Images by Consideration of the Global Sparsity and Local Variational Properties. IEEE Trans. Geosci. Remote. Sens. 54(5): 3049-3060 (2016) - [j44]Xiaoshuang Ma, Huanfeng Shen, Xile Zhao, Liangpei Zhang:
SAR Image Despeckling by the Use of Variational Methods With Adaptive Nonlocal Functionals. IEEE Trans. Geosci. Remote. Sens. 54(6): 3421-3435 (2016) - [j43]Jie Li, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang:
Noise Removal From Hyperspectral Image With Joint Spectral-Spatial Distributed Sparse Representation. IEEE Trans. Geosci. Remote. Sens. 54(9): 5425-5439 (2016) - [j42]Huanfeng Shen, Xiangchao Meng, Liangpei Zhang:
An Integrated Framework for the Spatio-Temporal-Spectral Fusion of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 54(12): 7135-7148 (2016) - [c29]Hongtao Jiang, Huanfeng Shen:
SMOS soil moisture downscaling based on back propagation neural network with MODIS LST and EVI. IGARSS 2016: 1659-1662 - [c28]Tongwen Li, Huanfeng Shen, Liangpei Zhang:
Mapping PM2.5 distribution in China by fusing station measurements and satellite observation. IGARSS 2016: 5761-5764 - [c27]Yao Shen, Huanfeng Shen, Huifang Li, Qing Cheng:
Long-term urban impervious surface monitoring using spectral mixture analysis: A case study of Wuhan city in China. IGARSS 2016: 6754-6757 - [c26]Yancong Wei, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang:
A universal remote sensing image quality improvement method with deep learning. IGARSS 2016: 6950-6953 - [c25]Hai Zhang, Huanfeng Shen, Liangpei Zhang:
Fusion of multispectral and SAR images using sparse representation. IGARSS 2016: 7200-7203 - [c24]Gianni Cristian Iannelli, Paolo Gamba, Xinghua Li, Huanfeng Shen:
Improving urban extent extraction from VHR optical data by means of cloud detection and image reconstruction. IGARSS 2016: 7307-7309 - [c23]Wei Zhai, Huanfeng Shen, Chunlin Huang, Wan-Sheng Pei:
Building damage information investigation after earthquake using single post-event PolSAR image. IGARSS 2016: 7338-7341 - [c22]Zhiwei Li, Huanfeng Shen, Huifang Li, Liangpei Zhang:
Automatic cloud and cloud shadow detection in GF-1 WFV imagery using multiple features. IGARSS 2016: 7612-7615 - [c21]Huifang Li, Huanfeng Shen, Qiangqiang Yuan, Hongyan Zhang, Lefei Zhang, Liangpei Zhang:
Quality improvement of hyperspectral remote sensing images: A technical overview. WHISPERS 2016: 1-5 - [i2]Zhiwei Li, Huanfeng Shen, Huifang Li, Gui-Song Xia, Paolo Gamba, Liangpei Zhang:
Multi-feature combined cloud and cloud shadow detection in GF-1 WFV imagery. CoRR abs/1606.05415 (2016) - [i1]Qing Cheng, Huiqing Liu, Huanfeng Shen, Penghai Wu, Liangpei Zhang:
A Spatial and Temporal Non-Local Filter Based Data Fusion. CoRR abs/1611.07231 (2016) - 2015
- [j41]Linwei Yue, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang:
Fusion of multi-scale DEMs using a regularized super-resolution method. Int. J. Geogr. Inf. Sci. 29(12): 2095-2120 (2015) - [j40]Hongyan Zhang, Liangpei Zhang, Huanfeng Shen:
A Blind Super-Resolution Reconstruction Method Considering Image Registration Errors. Int. J. Fuzzy Syst. 17(2): 353-364 (2015) - [j39]Chao Zeng, Huanfeng Shen, Mingliang Zhong, Liangpei Zhang, Penghai Wu:
Reconstructing MODIS LST Based on Multitemporal Classification and Robust Regression. IEEE Geosci. Remote. Sens. Lett. 12(3): 512-516 (2015) - [j38]Fangni Lei, Wade T. Crow, Huanfeng Shen, Robert M. Parinussa, Thomas R. H. Holmes:
The Impact of Local Acquisition Time on the Accuracy of Microwave Surface Soil Moisture Retrievals over the Contiguous United States. Remote. Sens. 7(10): 13448-13465 (2015) - [j37]Jie Li, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang:
Hyperspectral image recovery employing a multidimensional nonlocal total variation model. Signal Process. 111: 230-248 (2015) - [j36]Xiaoshuang Ma, Huanfeng Shen, Liangpei Zhang, Jie Yang, Hongyan Zhang:
Adaptive Anisotropic Diffusion Method for Polarimetric SAR Speckle Filtering. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(3): 1041-1050 (2015) - [j35]Wei He, Hongyan Zhang, Liangpei Zhang, Huanfeng Shen:
Hyperspectral Image Denoising via Noise-Adjusted Iterative Low-Rank Matrix Approximation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 3050-3061 (2015) - [j34]Gang Yang, Huanfeng Shen, Liangpei Zhang, Zongyi He, Xinghua Li:
A Moving Weighted Harmonic Analysis Method for Reconstructing High-Quality SPOT VEGETATION NDVI Time-Series Data. IEEE Trans. Geosci. Remote. Sens. 53(11): 6008-6021 (2015) - [c20]Quan Yuan, Huanfeng Shen, Huifang Li:
Single Remote Sensing Image Haze Removal Based on Spatial and Spectral Self-Adaptive Model. ICIG (3) 2015: 382-392 - [c19]Xinghua Li, Huanfeng Shen, Huifang Li, Qiangqiang Yuan:
Temporal Domain Group Sparse Representation Based Cloud Removal for Remote Sensing Images. ICIG (3) 2015: 444-452 - [c18]Xiaoshuang Ma, Huanfeng Shen:
Refined PolSAR anisotropic diffusion filter coupling with adaptive data-fitting term. IGARSS 2015: 1833-1836 - [c17]Xiangchao Meng, Huanfeng Shen, Liangpei Zhang, Qiangqiang Yuan, Huifang Li:
A unified framework for spatio-temporal-spectral fusion of remote sensing images. IGARSS 2015: 2584-2587 - [c16]Huifang Li, Liming Xu, Zhenwei Zhang, Huanfeng Shen, Wei Li, Liqin Cao:
A land cover adaptive topographic correction and evaluation method for remote sensing data. IGARSS 2015: 3850-3853 - [c15]Linwei Yue, Wei Yu, Huanfeng Shen, Liangpei Zhang, Yuanqing He:
Accuracy assessment of SRTM V4.1 and ASTER GDEM V2 in high-altitude mountainous areas: A case study in Yulong Snow Mountain, China. IGARSS 2015: 5011-5014 - [c14]Liwen Huang, Huanfeng Shen, Penghai Wu, Liangpei Zhang, Chao Zeng:
Relationships analysis of land surface temperature with vegetation indicators and impervious surface fraction by fusing multi-temporal and multi-sensor remotely sensed data. JURSE 2015: 1-4 - [c13]Xiangchao Meng, Huanfeng Shen, Huifang Li, Qiangqiang Yuan, Hongyan Zhang, Liangpei Zhang:
Improving the spatial resolution of hyperspectral image using panchromatic and multispectral images: An integrated method. WHISPERS 2015: 1-4 - 2014
- [j33]Xinghua Li, Huanfeng Shen, Liangpei Zhang, Hongyan Zhang, Qiangqiang Yuan:
Dead Pixel Completion of Aqua MODIS Band 6 Using a Robust M-Estimator Multiregression. IEEE Geosci. Remote. Sens. Lett. 11(4): 768-772 (2014) - [j32]Huifang Li, Liangpei Zhang, Huanfeng Shen:
A Principal Component Based Haze Masking Method for Visible Images. IEEE Geosci. Remote. Sens. Lett. 11(5): 975-979 (2014) - [j31]Hongyan Zhang, Zeyu Yang, Liangpei Zhang, Huanfeng Shen:
Super-Resolution Reconstruction for Multi-Angle Remote Sensing Images Considering Resolution Differences. Remote. Sens. 6(1): 637-657 (2014) - [j30]Huanfeng Shen, Wennan Zhao, Qiangqiang Yuan, Liangpei Zhang:
Blind Restoration of Remote Sensing Images by a Combination of Automatic Knife-Edge Detection and Alternating Minimization. Remote. Sens. 6(8): 7491-7521 (2014) - [j29]Xia Lan, Huanfeng Shen, Liangpei Zhang, Qiangqiang Yuan:
A spatially adaptive retinex variational model for the uneven intensity correction of remote sensing images. Signal Process. 101: 19-34 (2014) - [j28]Linwei Yue, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang:
A locally adaptive L1-L2 norm for multi-frame super-resolution of images with mixed noise and outliers. Signal Process. 105: 156-174 (2014) - [j27]Xiaoshuang Ma, Huanfeng Shen, Jie Yang, Liangpei Zhang, Pingxiang Li:
Polarimetric-Spatial Classification of SAR Images Based on the Fusion of Multiple Classifiers. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(3): 961-971 (2014) - [j26]Min Guo, Hongyan Zhang, Jiayi Li, Liangpei Zhang, Huanfeng Shen:
An Online Coupled Dictionary Learning Approach for Remote Sensing Image Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(4): 1284-1294 (2014) - [j25]Cheng Jiang, Hongyan Zhang, Huanfeng Shen, Liangpei Zhang:
Two-Step Sparse Coding for the Pan-Sharpening of Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(5): 1792-1805 (2014) - [j24]Ting Hu, Hongyan Zhang, Huanfeng Shen, Liangpei Zhang:
Robust Registration by Rank Minimization for Multiangle Hyper/Multispectral Remotely Sensed Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(6): 2443-2457 (2014) - [j23]Huifang Li, Liangpei Zhang, Huanfeng Shen:
An Adaptive Nonlocal Regularized Shadow Removal Method for Aerial Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 52(1): 106-120 (2014) - [j22]Qing Cheng, Huanfeng Shen, Liangpei Zhang, Pingxiang Li:
Inpainting for Remotely Sensed Images With a Multichannel Nonlocal Total Variation Model. IEEE Trans. Geosci. Remote. Sens. 52(1): 175-187 (2014) - [j21]Huanfeng Shen, Xinghua Li, Liangpei Zhang, Dacheng Tao, Chao Zeng:
Compressed Sensing-Based Inpainting of Aqua Moderate Resolution Imaging Spectroradiometer Band 6 Using Adaptive Spectrum-Weighted Sparse Bayesian Dictionary Learning. IEEE Trans. Geosci. Remote. Sens. 52(2): 894-906 (2014) - [j20]Qiangqiang Yuan, Liangpei Zhang, Huanfeng Shen:
Hyperspectral Image Denoising With a Spatial-Spectral View Fusion Strategy. IEEE Trans. Geosci. Remote. Sens. 52(5): 2314-2325 (2014) - [j19]Hongyan Zhang, Wei He, Liangpei Zhang, Huanfeng Shen, Qiangqiang Yuan:
Hyperspectral Image Restoration Using Low-Rank Matrix Recovery. IEEE Trans. Geosci. Remote. Sens. 52(8): 4729-4743 (2014) - [j18]Xinghua Li, Huanfeng Shen, Liangpei Zhang, Hongyan Zhang, Qiangqiang Yuan, Gang Yang:
Recovering Quantitative Remote Sensing Products Contaminated by Thick Clouds and Shadows Using Multitemporal Dictionary Learning. IEEE Trans. Geosci. Remote. Sens. 52(11): 7086-7098 (2014) - [c12]Wei He, Hongyan Zhang, Liangpei Zhang, Huanfeng Shen:
A noise-adjusted iterative randomized singular value decomposition method for hyperspectral image denoising. IGARSS 2014: 1536-1539 - [c11]Xiaoshuang Ma, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang:
Spatially adaptive nonlocal total variation for PolSAR despeckling. IGARSS 2014: 1670-1673 - [c10]Xinghua Li, Huanfeng Shen, Huifang Li, Liangpei Zhang:
Analysis model based recovery of remote sensing data. IGARSS 2014: 2491-2494 - 2013
- [j17]Xia Lan, Liangpei Zhang, Huanfeng Shen, Qiangqiang Yuan, Huifang Li:
Single image haze removal considering sensor blur and noise. EURASIP J. Adv. Signal Process. 2013: 86 (2013) - [j16]Qiangqiang Yuan, Liangpei Zhang, Huanfeng Shen:
Regional Spatially Adaptive Total Variation Super-Resolution With Spatial Information Filtering and Clustering. IEEE Trans. Image Process. 22(6): 2327-2342 (2013) - [c9]Xia Lan, Huanfeng Shen, Liangpei Zhang:
An Adaptive Non-local Means Filter Based on Region Homogeneity. ICIG 2013: 50-54 - [c8]Jie Li, Chao Zeng, Qiangqiang Yuan, Liangpei Zhang, Huanfeng Shen:
Hyperspectral images reconstruction based super-pixel mapping using cross-channel sparse model. IGARSS 2013: 3498-3501 - [c7]Jie Li, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang, Wei Gong:
Hypspectral image denoising via multidimensional nonlocal model. WHISPERS 2013: 1-4 - 2012
- [j15]Cheng Jiang, Hongyan Zhang, Huanfeng Shen, Liangpei Zhang:
A Practical Compressed Sensing-Based Pan-Sharpening Method. IEEE Geosci. Remote. Sens. Lett. 9(4): 629-633 (2012) - [j14]Huanfeng Shen, Lijun Du, Liangpei Zhang, Wei Gong:
A Blind Restoration Method for Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 9(6): 1137-1141 (2012) - [j13]Hongyan Zhang, Liangpei Zhang, Huanfeng Shen:
A super-resolution reconstruction algorithm for hyperspectral images. Signal Process. 92(9): 2082-2096 (2012) - [j12]Qiangqiang Yuan, Liangpei Zhang, Huanfeng Shen:
Multiframe Super-Resolution Employing a Spatially Weighted Total Variation Model. IEEE Trans. Circuits Syst. Video Technol. 22(3): 379-392 (2012) - [j11]Huifang Li, Liangpei Zhang, Huanfeng Shen:
A Perceptually Inspired Variational Method for the Uneven Intensity Correction of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 50(8): 3053-3065 (2012) - [j10]Qiangqiang Yuan, Liangpei Zhang, Huanfeng Shen:
Hyperspectral Image Denoising Employing a Spectral-Spatial Adaptive Total Variation Model. IEEE Trans. Geosci. Remote. Sens. 50(10): 3660-3677 (2012) - [j9]Liangpei Zhang, Huanfeng Shen, Wei Gong, Hongyan Zhang:
Adjustable Model-Based Fusion Method for Multispectral and Panchromatic Images. IEEE Trans. Syst. Man Cybern. Part B 42(6): 1693-1704 (2012) - [c6]Liangpei Zhang, Xiong Xu, Jie Li, Huanfeng Shen, Yanfei Zhong, Xin Huang:
Research on image reconstruction based and pixel unmixing based sub-pixel mapping methods. IGARSS 2012: 7263-7266 - [c5]Xinghua Li, Huanfeng Shen, Chao Zeng, Penghai Wu:
Restoring Aqua MODIS band 6 by other spectral bands using compressed sensing theory. WHISPERS 2012: 1-4 - [c4]Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang, Xia Lan:
Hypspectral image denoising with a multi-view fusion strategy. WHISPERS 2012: 1-4 - 2011
- [j8]Huanfeng Shen, Chao Zeng, Liangpei Zhang:
Recovering Reflectance of AQUA MODIS Band 6 Based on Within-Class Local Fitting. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4(1): 185-192 (2011) - 2010
- [j7]Huanfeng Shen, Yaolin Liu, Tinghua Ai, Yi Wang, Bo Wu:
Universal reconstruction method for radiometric quality improvement of remote sensing images. Int. J. Appl. Earth Obs. Geoinformation 12(4): 278-286 (2010) - [j6]Liangpei Zhang, Hongyan Zhang, Huanfeng Shen, Pingxiang Li:
A super-resolution reconstruction algorithm for surveillance images. Signal Process. 90(3): 848-859 (2010) - [j5]Qiangqiang Yuan, Liangpei Zhang, Huanfeng Shen, Pingxiang Li:
Adaptive Multiple-Frame Image Super-Resolution Based on U-Curve. IEEE Trans. Image Process. 19(12): 3157-3170 (2010)
2000 – 2009
- 2009
- [j4]Huanfeng Shen, Michael K. Ng, Pingxiang Li, Liangpei Zhang:
Super-Resolution Reconstruction Algorithm To MODIS Remote Sensing Images. Comput. J. 52(1): 90-100 (2009) - [j3]Huanfeng Shen, Liangpei Zhang:
A MAP-Based Algorithm for Destriping and Inpainting of Remotely Sensed Images. IEEE Trans. Geosci. Remote. Sens. 47(5): 1492-1502 (2009) - [c3]Hongyan Zhang, Liangpei Zhang, Huanfeng Shen, Pingxiang Li:
A MAP Approach for Joint Image Registration, Blur Identification and Super Resolution. ICIG 2009: 97-102 - [c2]Yanfei Zhong, Liangpei Zhang, Pingxiang Li, Huanfeng Shen:
A Sub-pixel Mapping Algorithm based on Artificial Immune Systems for Remote Sensing Imagery. IGARSS (3) 2009: 1007-1010 - 2007
- [j2]Michael K. Ng, Huanfeng Shen, Edmund Y. Lam, Liangpei Zhang:
A Total Variation Regularization Based Super-Resolution Reconstruction Algorithm for Digital Video. EURASIP J. Adv. Signal Process. 2007 (2007) - [j1]Huanfeng Shen, Liangpei Zhang, Bo Huang, Pingxiang Li:
A MAP Approach for Joint Motion Estimation, Segmentation, and Super Resolution. IEEE Trans. Image Process. 16(2): 479-490 (2007) - 2004
- [c1]Huanfeng Shen, Pingxiang Li, Liangpei Zhang, Yindi Zhao:
A MAP algorithm to super-resolution image reconstruction. ICIG 2004: 544-547
Coauthor Index
[j149] [j147] [j143] [j136] [j134] [j126] [j120] [j117] [j116] [j115] [j113] [j111] [j110] [j106] [j105] [j103] [j94] [c51] [i19] [i18] [j90] [j89] [c50] [c49] [i14] [j86] [j83] [j81] [j74] [j72] [j71] [j70] [j69] [c48] [c47] [c46] [c45] [c44] [c43] [c41] [j68] [j63] [j61] [c39] [c37] [i12] [i10] [i9] [i8] [j59] [c32] [c31] [i6] [i4] [i3] [j52] [j49] [j47] [j45] [j43] [c26] [c21] [j41] [j37] [c19] [c17] [c13] [j33] [j30] [j29] [j28] [j20] [j19] [j18] [c11] [j17] [j16] [c8] [c7] [j12] [j10] [c4] [j5]
[j149] [j148] [j134] [j130] [j116] [j113] [j109] [j106] [j105] [j104] [j103] [j98] [i18] [i17] [j92] [j89] [j87] [c50] [c49] [i14] [j86] [j84] [j83] [j82] [j74] [j72] [j71] [j70] [j69] [c48] [c46] [c44] [c43] [c41] [c40] [j68] [j67] [j65] [j63] [j62] [c39] [c38] [c37] [i12] [i11] [i10] [i9] [i8] [j59] [j56] [j55] [j54] [j53] [c34] [c32] [c31] [i6] [i4] [i3] [j52] [j50] [j49] [j48] [j47] [j46] [j45] [j44] [j43] [j42] [c28] [c26] [c25] [c22] [c21] [i2] [i1] [j41] [j40] [j39] [j37] [j36] [j35] [j34] [c17] [c15] [c14] [c13] [j33] [j32] [j31] [j30] [j29] [j28] [j27] [j26] [j25] [j24] [j23] [j22] [j21] [j20] [j19] [j18] [c12] [c11] [c10] [j17] [j16] [c9] [c8] [c7] [j15] [j14] [j13] [j12] [j11] [j10] [j9] [c6] [c4] [j8] [j6] [j5] [j4] [j3] [c3] [c2] [j2] [j1] [c1]
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