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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].
Wenxia Gan
, Yu Feng
, Jianhao Miao
, Xinghua Li
和 Huanfeng Shen.
WEGLA-NormGAN: Wavelet-Enhanced Cycle-GAN with Global-Local Attention for Radiometric Normalization of Remote Sensing Images.
ISPRS Journal of Photogrammetry and Remote Sensing.
233.
39-54.
2026.
（SCI，中科院一区Top，IF=12.2，通讯）.
- [2].
Hongjin Wang
, Na Wang
和 Xinghua Li.
FarmCD: Agricultural Information Guided Gated Network for Farmland Change Detection From Remote Sensing Images.
IEEE Transactions on Geoscience and Remote Sensing.
2026.
（SCI，中科院一区Top，IF=8.6，通讯）.
- [3].
Yinghong Jing
, Xinghua Li
, Xiaoke Xu
, Liupeng Lin
, Zhenqi Liu
, Xiaojun She
和 Yao Li.
Enhanced Hourly Precipitation Estimation Using a Geographically Constrained Multi-Source Fusion Network With Cross Attention.
Water Resources Research.
61
(8).
e2025WR040011.
2025.
（SCI，中科院二区Top，IF=5.0）.
- [4].
Anqi Zhao
, Ruitao Feng
和 Xinghua Li.
ThiefCloud: A Thickness Fused Thin Cloud Removal Network for Optical Remote Sensing Image With Self-Supervised Learnable Cloud Prior.
IEEE Transactions on Circuits and Systems for Video Technology.
35
(12).
11834-11848.
2025.
（SCI，中科院一区Top，IF=11.1，通讯）.
- [5].
Xuechen Bai
, Xinghua Li
, Jianhao Miao
和 Huanfeng Shen.
A front-back view fusion strategy and a novel dataset for super tiny object detection in remote sensing imagery.
Knowledge-Based Systems.
326.
114051.
2025.
（SCI，中科院一区Top，IF=7.6，通讯）.
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