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主要研究方向包括：
多时相遥感分析与应用（变化检测、时序监测等）
遥感影像处理算法（配准、拼接、融合、重建等）
稀疏表达
深度学习
- [1].
Xingjian Zhang
, Shuang Li
, Zhenyu Tan
和 Xinghua Li.
Enhanced wavelet based spatiotemporal fusion networks using cross-paired remote sensing images.
ISPRS Journal of Photogrammetry and Remote Sensing.
211.
2024.
（SCI，中科院一区Top，IF=12.7，通讯）.
- [2].
Yanyuan Huang
, Xinghua Li
, Zhengshun Du
和 Huanfeng Shen.
Spatiotemporal Enhancement and Interlevel Fusion Network for Remote Sensing Images Change Detection.
IEEE Transactions on Geoscience and Remote Sensing.
62.
1-14.
2024.
（SCI，中科院一区，IF=8.2，通讯）.
- [3].
Weiling Liu
, Yonghua Jiang
, Jingyin Wang
, Guo Zhang
, Da Li
, Huaibo Song
, Yun Yang
, Xiao Huang
和 Xinghua Li.
Global and Local Dual Fusion Network for Large-ratio Cloud Occlusion Missing Information Reconstruction of a High-resolution Remote Sensing Image.
IEEE Geoscience and Remote Sensing Letters.
21.
1-5.
2024.
（SCI，中科院三区，IF=4.8）.
- [4].
Ao Li
, Xinghua Li
和 Xiaoshuang Ma.
Residual Dual U-shape Networks With Improved Skip Connections for Cloud Detection.
IEEE Geoscience and Remote Sensing Letters.
21.
1-5.
2023.
（SCI，中科院三区，IF=4.8，第一通讯）.
- [5].
Zhengshun Du
, Xinghua Li
, Jianhao Miao
, Yanyuan Huang
, Huanfeng Shen
和 Liangpei Zhang.
Concatenated Deep-Learning Framework for Multitask Change Detection of Optical and SAR Images.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
17.
719-731.
2023.
（SCI，中科院二区Top，IF=5.5，通讯）.
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