Jie Li

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 66

Top Topics

Convolutional Neural Network

Super Resolution

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Yao Tang, Jie Li, Linwei Yue, Xinxin Liu, Yajie Li, Yi Xiao, Qiangqiang Yuan
A CNN-Transformer Embedded Unfolding Network for Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Zhenghao Li, Qiangqiang Yuan, Qianqian Yang, Jie Li
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. 21 (2024)
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 (2024)
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 (2024)
Denghong Liu, Jie Li, Qiangqiang Yuan, Li Zheng, Jiang He, Shuheng Zhao, Yi Xiao
An efficient unfolding network with disentangled spatial-spectral representation for hyperspectral image super-resolution. Inf. Fusion 94 (2023)
Yingtao Wei, Liupeng Lin, Jie Li, Qiangqiang Yuan
A Soil Moisture Downscaling Residual Dense Network Considering Spatiotemporal Relationship. IGARSS (2023)
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 (2023)
Yajie Li, Jie Li, Jiang He, Xinxin Liu, Qiangqiang Yuan
An Optimization-Driven Network With Knowledge Prior Injection for HSI Denoising. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Jiang He, Yajie Li, Jie Li, Qiangqiang Yuan
TDiffDe: A Truncated Diffusion Model for Remote Sensing Hyperspectral Image Denoising. CoRR (2023)
Boaz Arad, Radu Timofte, Rony Yahel, Nimrod Morag, Amir Bernat, Yuanhao Cai, Jing Lin, Zudi Lin, Haoqian Wang, Yulun Zhang, Hanspeter Pfister, Luc Van Gool, Shuai Liu, Yongqiang Li, Chaoyu Feng, Lei Lei, Jiaojiao Li, Songcheng Du, Chaoxiong Wu, Yihong Leng, Rui Song, Mingwei Zhang, Chongxing Song, Shuyi Zhao, Zhiqiang Lang, Wei Wei, Lei Zhang, Renwei Dian, Tianci Shan, Anjing Guo, Chengguo Feng, Jinyang Liu, Mirko Agarla, Simone Bianco, Marco Buzzelli, Luigi Celona, Raimondo Schettini, Jiang He, Yi Xiao, Jiajun Xiao, Qiangqiang Yuan, Jie Li, Liangpei Zhang, Taesung Kwon, Dohoon Ryu, Hyokyoung Bae, Hao-Hsiang Yang, Hua-En Chang, Zhi-Kai Huang, Wei-Ting Chen, Sy-Yen Kuo, Junyu Chen, Haiwei Li, Song Liu, Sabari Nathan, K. Uma, B. Sathya Bama, S. Mohamed Mansoor Roomi
NTIRE 2022 Spectral Recovery Challenge and Data Set. CVPR Workshops (2022)
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 (2022)
Jiang He, Qiangqiang Yuan, Jie Li, Yi Xiao, Xinxin Liu, Yun Zou
DsTer: A dense spectral transformer for remote sensing spectral super-resolution. Int. J. Appl. Earth Obs. Geoinformation 109 (2022)
Jie Li, Weixuan Sun, Menghui Jiang, Qiangqiang Yuan
Self-Supervised Pansharpening Based on a Cycle-Consistent Generative Adversarial Network. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
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 (2022)
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) (2022)
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 (2022)
Shuheng Zhao, Qiangqiang Yuan, Jie Li, Yunze Hu, Xinxin Liu, Liangpei Zhang
). IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Fengfeng Wang, Jie Li, Qiangqiang Yuan, Liangpei Zhang
Local-Global Feature-Aware Transformer Based Residual Network for Hyperspectral Image Denoising. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jiajun Xiao, Jie Li, Qiangqiang Yuan, Liangpei Zhang
A Dual-UNet With Multistage Details Injection for Hyperspectral Image Fusion. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jiang He, Qiangqiang Yuan, Jie Li, Liangpei Zhang
PoNet: A universal physical optimization-based spectral super-resolution network for arbitrary multispectral images. Inf. Fusion 80 (2022)
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 (2022)
Jiang He, Qiangqiang Yuan, Jie Li, Liangpei Zhang
A Knowledge Optimization-Driven Network With Normalizer-Free Group ResNet Prior for Remote Sensing Image Pan-Sharpening. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Huanfeng Shen, Chenxia Zhou, Jie Li, Qiangqiang Yuan
SAR Image Despeckling Employing a Recursive Deep CNN Prior. IEEE Trans. Geosci. Remote. Sens. 59 (1) (2021)
Denghong Liu, Jie Li, Qiangqiang Yuan
Enhanced 3D Convolution for Hyperspectral Image Super-Resolution. IGARSS (2021)
Jianhao Gao, Qiangqiang Yuan, Jie Li, Xin Su
Unsupervised missing information reconstruction for single remote sensing image with Deep Code Regression. Int. J. Appl. Earth Obs. Geoinformation 105 (2021)
Jiajun Xiao, Jie Li, Qiangqiang Yuan, Menghui Jiang, Liangpei Zhang
Physics-Based GAN With Iterative Refinement Unit for Hyperspectral and Multispectral Image Fusion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Jiajun Xiao, Qiangqiang Yuan, Jie Li, Huanfeng Shen
Enhanced Residual Dense Network Joint with GRUS for Multispectral and Hyperspectral Image Fusion. IGARSS (2021)
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 (2021)
Jianhao Gao, Jie Li, Menghui Jiang
Hyperspectral and Multispectral Image Fusion by Deep Neural Network in a Self-Supervised Manner. Remote. Sens. 13 (16) (2021)
Liupeng Lin, Jie Li, Huanfeng Shen, Lingli Zhao, Qiangqiang Yuan, Xinghua Li
Fully Polarimetric SAR and Single-Polarization SAR Image Fusion Network. CoRR (2021)
Denghong Liu, Jie Li, Qiangqiang Yuan
A Spectral Grouping and Attention-Driven Residual Dense Network for Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 59 (9) (2021)
Jianhao Gao, Jie Li, Qiangqiang Yuan, Jiang He, Xin Su
Self-supervised Hyperspectral and Multispectral Image Fusion in Deep Neural Network. ICIG (3) (2021)
Jiang He, Jie Li, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang
Spectral Response Function Guided Deep Optimization-driven Network for Spectral Super-resolution. CoRR (2020)
Shu Zhang, Qiangqiang Yuan, Jie Li, Jing Sun, Xuguo Zhang
Scene-Adaptive Remote Sensing Image Super-Resolution Using a Multiscale Attention Network. IEEE Trans. Geosci. Remote. Sens. 58 (7) (2020)
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 (2020)
Jianhao Gao, Qiangqiang Yuan, Jie Li, Hai Zhang, Xin Su
Cloud Removal with Fusion of High Resolution Optical and SAR Images Using Generative Adversarial Networks. Remote. Sens. 12 (1) (2020)
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)
Yi Yang, Jie Li, Guobin Zhu, Xiaobin Guan, Weiping Zhu
The Impact of Multi-Dimensional Urbanization on PM₂.₅ Concentrations in 261 Cities of China. IEEE Access 8 (2020)
Shu Zhang, Qiangqiang Yuan, Jie Li
Video Satellite Imagery Super Resolution for 'Jilin-1' via a Single-and-Multi Frame Ensembled Framework. IGARSS (2020)
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)
Shuheng Zhao, Denghong Liu, Qiangqiang Yuan, Jie Li
A Global Gravity Reconstruction Method for Mercury Employing Deep Convolutional Neural Network. Remote. Sens. 12 (14) (2020)
Jiang He, Jie Li, Qiangqiang Yuan
Data-Driven and Model-Driven Spectral Superresolution Algorithms: Combination, Analysis and Application for Classification. IGARSS (2020)
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) (2019)
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) (2019)
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) (2019)
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) (2019)
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)
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) (2019)
Huixin Fan, Jie Li, Qiangqiang Yuan, Xinxin Liu, Michael Ng
Hyperspectral image denoising with bilinear low rank matrix factorization. Signal Process. 163 (2019)
Menghui Jiang, Jie Li, Qiangqiang Yuan, Huanfeng Shen, Xinxin Liu, Mingming Xu
Differential Information Residual Convolutional Neural Network for Pansharpening. IGARSS (2019)
Liupeng Lin, Jie Li, Qiangqiang Yuan, Huanfeng Shen
Polarimetric SAR Image Super-Resolution VIA Deep Convolutional Neural Network. IGARSS (2019)
Qiangqiang Yuan, Qiang Zhang, Jie Li, Huanfeng Shen, Liangpei Zhang
Hyperspectral Image Denoising Employing a Spatial-Spectral Deep Residual Convolutional Neural Network. CoRR (2018)
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 (2018)
Huanfeng Shen, Menghui Jiang, Jie Li, Qiangqiang Yuan, Yanchong Wei, Liangpei Zhang
Spatial-Spectral Fusion by Combining Deep Learning and Variation Model. CoRR (2018)
Mingming Xu, Guangyu Zhang, Yanguo Fan, Bo Du, Jie Li
Archetypal analysis for endmember bundle extraction considering spectral variability. WHISPERS (2018)
Mingming Xu, Yuxiang Zhang, Jie Li, Jiayi Li, Dongmei Song, Yanguo Fan, Ning Sun
Hyperspectral Band Selection Based on Endmember Dissimilarity for Hyperspectral Unmixing. IGARSS (2018)
Qiang Zhang, Qiangqiang Yuan, Jie Li, Zhen Yang, Xiaoshuang Ma
Learning a Dilated Residual Network for SAR Image Despeckling. Remote. Sens. 10 (2) (2018)
Chi Zhang, Huifang Li, Huanfeng Shen, Jie Li
A spatial - Spectral adaptive haze removal method for remote sensing images. IGARSS (2017)
Qiang Zhang, Zhen Yang, Qiangqiang Yuan, Jie Li, Xiaoshuang Ma, Huanfeng Shen, Liangpei Zhang
Learning a Dilated Residual Network for SAR Image Despeckling. CoRR (2017)
Qiangqiang Yuan, Michael Ng, Huanfeng Shen, Liangpei Zhang, Jie Li
Miss data reconstruction in remote sensing images with a double weighted tensor low rank model. IGARSS (2017)
Linwei Yue, Huanfeng Shen, Jie Li, Qiangqiang Yuan, Hongyan Zhang, Liangpei Zhang
Image super-resolution: The techniques, applications, and future. Signal Process. 128 (2016)
Xiangchao Meng, Jie Li, Huanfeng Shen, Liangpei Zhang, Hongyan Zhang
Pansharpening with a Guided Filter Based on Three-Layer Decomposition. Sensors 16 (7) (2016)
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) (2016)
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) (2016)
Xiong Xu, Xiaohua Tong, Jie Li, Huan Xie, Yanfei Zhong, Liangpei Zhang, Dongmei Song
Hyperspectral image super resolution reconstruction with a joint spectral-spatial sub-pixel mapping model. IGARSS (2016)
Jie Li, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang
Hyperspectral image recovery employing a multidimensional nonlocal total variation model. Signal Process. 111 (2015)
Jie Li, Chao Zeng, Qiangqiang Yuan, Liangpei Zhang, Huanfeng Shen
Hyperspectral images reconstruction based super-pixel mapping using cross-channel sparse model. IGARSS (2013)
Jie Li, Huanfeng Shen, Qiangqiang Yuan, Liangpei Zhang, Wei Gong
Hypspectral image denoising via multidimensional nonlocal model. WHISPERS (2013)
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)