Menghui Jiang

According to our database, Menghui Jiang authored at least 17 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Efficient and Effective NDVI Time-Series Reconstruction by Combining Deep Learning and Tensor Completion.

Ang Li, Menghui Jiang, Dong Chu, Xiaobin Guan, Jie Li, Huanfeng Shen

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025

2024

Unsupervised Pan-Sharpening Network Incorporating Imaging Spectral Prior and Spatial-Spectral Compensation.

Huanfeng Shen, Boxuan Zhang, Menghui Jiang, Jie Li

IEEE Trans. Geosci. Remote. Sens., 2024

An Integrated Learning Framework for Seamless High-Resolution Soil Moisture Estimation.

Yinghong Jing, Yao Li, Xinghua Li, Liupeng Lin, Xiaojun She, Menghui Jiang, Huanfeng Shen

IEEE Trans. Geosci. Remote. Sens., 2024

2023

A physics-constrained machine learning method for mapping gapless land surface temperature.

Jun Ma, Huanfeng Shen, Menghui Jiang, Liupeng Lin, Chunlei Meng, Chao Zeng, Huifang Li, Penghai Wu

CoRR, 2023

2022

Deep-Learning-Based Spatio-Temporal-Spectral Integrated Fusion of Heterogeneous Remote Sensing Images.

Menghui Jiang, Huanfeng Shen, Jie Li

IEEE Trans. Geosci. Remote. Sens., 2022

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

Jie Li, Weixuan Sun, Menghui Jiang, Qiangqiang Yuan

IEEE Geosci. Remote. Sens. Lett., 2022

Cycle GAN Based Heterogeneous Spatial-Spectral Fusion for Soil Moisture Downscaling.

Menghui Jiang, Huanfeng Shen, Jie Li

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

Deep Image Interpolation: A Unified Unsupervised Framework for Pansharpening.

Jianhao Gao, Jie Li, Xin Su, Menghui Jiang, Qiangqiang Yuan

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

2021

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

Jiajun Xiao, Jie Li, Qiangqiang Yuan, Menghui Jiang, Liangpei Zhang

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

Hyperspectral and Multispectral Image Fusion by Deep Neural Network in a Self-Supervised Manner.

Jianhao Gao, Jie Li, Menghui Jiang

Remote. Sens., 2021

An Integrated Framework for the Heterogeneous Spatio-Spectral-Temporal Fusion of Remote Sensing Images.

Menghui Jiang, Huanfeng Shen, Jie Li, Liangpei Zhang

CoRR, 2021

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

Huanfeng Shen, Menghui Jiang, Jie Li, Chenxia Zhou, Qiangqiang Yuan, Liangpei Zhang

CoRR, 2021

A Deep Learning-Based Heterogeneous Spatio-Temporal-Spectral Fusion: SAR and Optical Images.

Menghui Jiang, Jie Li, Huanfeng Shen

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

2020

Generating High-Quality and High-Resolution Seamless Satellite Imagery for Large-Scale Urban Regions.

Xinghua Li, Zhiwei Li, Ruitao Feng, Shuang Luo, Chi Zhang, Menghui Jiang, Huanfeng Shen

Remote. Sens., 2020

2019

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

Huanfeng Shen, Menghui Jiang, Jie Li, Qiangqiang Yuan, Yanchong Wei, Liangpei Zhang

IEEE Trans. Geosci. Remote. Sens., 2019

Differential Information Residual Convolutional Neural Network for Pansharpening.

Menghui Jiang, Jie Li, Qiangqiang Yuan, Huanfeng Shen, Xinxin Liu, Mingming Xu

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

2018

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

Huanfeng Shen, Menghui Jiang, Jie Li, Qiangqiang Yuan, Yanchong Wei, Liangpei Zhang

CoRR, 2018