Menghui Jiang

20 papers C 3Journal 16Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Mechanism-Learning Deeply Coupled Model for Remote Sensing Retrieval of Global Land Surface Temperature.
CoRR
Tian Xie, Menghui Jiang, Huanfeng Shen, Huifang Li, Chao Zeng, Jun Ma, Guanhao Zhang, Liangpei Zhang
2025 J jnl
Efficient and Effective NDVI Time-Series Reconstruction by Combining Deep Learning and Tensor Completion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ang Li, Menghui Jiang, Dong Chu, Xiaobin Guan, Jie Li, Huanfeng Shen
2025 J jnl
High-Resolution Global Land Surface Temperature Retrieval via a Coupled Mechanism-Machine Learning Framework.
CoRR
Tian Xie, Huanfeng Shen, Menghui Jiang, Juan Carlos Jiménez-Muñoz, José A. Sobrino, Huifang Li, Chao Zeng
2025 J jnl
Seamless global daily soil moisture mapping using deep learning based spatiotemporal fusion.
Int. J. Appl. Earth Obs. Geoinformation
Menghui Jiang, Tian Qiu, Ting Wang, Chao Zeng, Boxuan Zhang, Huanfeng Shen
2024 J jnl
An Integrated Learning Framework for Seamless High-Resolution Soil Moisture Estimation.
IEEE Trans. Geosci. Remote. Sens.
Yinghong Jing, Yao Li, Xinghua Li, Liupeng Lin, Xiaojun She, Menghui Jiang, Huanfeng Shen
2024 J jnl
Unsupervised Pan-Sharpening Network Incorporating Imaging Spectral Prior and Spatial-Spectral Compensation.
IEEE Trans. Geosci. Remote. Sens.
Huanfeng Shen, Boxuan Zhang, Menghui Jiang, Jie Li
2023 J jnl
A physics-constrained machine learning method for mapping gapless land surface temperature.
CoRR
Jun Ma, Huanfeng Shen, Menghui Jiang, Liupeng Lin, Chunlei Meng, Chao Zeng, Huifang Li, Penghai Wu
2022 C conf
Cycle GAN Based Heterogeneous Spatial-Spectral Fusion for Soil Moisture Downscaling.
IGARSS
Menghui Jiang, Huanfeng Shen, Jie Li
2022 — conf
Deep Image Interpolation: A Unified Unsupervised Framework for Pansharpening.
CVPR Workshops
Jianhao Gao, Jie Li, Xin Su, Menghui Jiang, Qiangqiang Yuan
2022 J jnl
Deep-Learning-Based Spatio-Temporal-Spectral Integrated Fusion of Heterogeneous Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Menghui Jiang, Huanfeng Shen, Jie Li
2022 J jnl
Self-Supervised Pansharpening Based on a Cycle-Consistent Generative Adversarial Network.
IEEE Geosci. Remote. Sens. Lett.
Jie Li, Weixuan Sun, Menghui Jiang, Qiangqiang Yuan
2021 C conf
A Deep Learning-Based Heterogeneous Spatio-Temporal-Spectral Fusion: SAR and Optical Images.
IGARSS
Menghui Jiang, Jie Li, Huanfeng Shen
2021 J jnl
An Integrated Framework for the Heterogeneous Spatio-Spectral-Temporal Fusion of Remote Sensing Images.
CoRR
Menghui Jiang, Huanfeng Shen, Jie Li, Liangpei Zhang
2021 J jnl
Coupling Model-Driven and Data-Driven Methods for Remote Sensing Image Restoration and Fusion.
CoRR
Huanfeng Shen, Menghui Jiang, Jie Li, Chenxia Zhou, Qiangqiang Yuan, Liangpei Zhang
2021 J jnl
Hyperspectral and Multispectral Image Fusion by Deep Neural Network in a Self-Supervised Manner.
Remote. Sens.
Jianhao Gao, Jie Li, Menghui Jiang
2021 J jnl
Physics-Based GAN With Iterative Refinement Unit for Hyperspectral and Multispectral Image Fusion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jiajun Xiao, Jie Li, Qiangqiang Yuan, Menghui Jiang, Liangpei Zhang
2020 J jnl
Generating High-Quality and High-Resolution Seamless Satellite Imagery for Large-Scale Urban Regions.
Remote. Sens.
Xinghua Li, Zhiwei Li, Ruitao Feng, Shuang Luo, Chi Zhang, Menghui Jiang, Huanfeng Shen
2019 C conf
Differential Information Residual Convolutional Neural Network for Pansharpening.
IGARSS
Menghui Jiang, Jie Li, Qiangqiang Yuan, Huanfeng Shen, Xinxin Liu, Mingming Xu
2019 J jnl
Spatial-Spectral Fusion by Combining Deep Learning and Variational Model.
IEEE Trans. Geosci. Remote. Sens.
Huanfeng Shen, Menghui Jiang, Jie Li, Qiangqiang Yuan, Yanchong Wei, Liangpei Zhang
2018 J jnl
Spatial-Spectral Fusion by Combining Deep Learning and Variation Model.
CoRR
Huanfeng Shen, Menghui Jiang, Jie Li, Qiangqiang Yuan, Yanchong Wei, Liangpei Zhang