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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].
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）.
- [2].
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.
2025.
（SCI，中科院一区Top，IF=11.1，通讯）.
- [3].
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）.
- [4].
Zhenchuan Wu
, Hang Zhen
, Xiaoxinxi Zhang
, Xuechen Bai
和 Xinghua Li.
SEMA-YOLO: Lightweight Small Object Detection in Remote Sensing Image via Shallow-Layer Enhancement and Multi-Scale Adaptation.
Remote Sensing.
17
(11).
1917.
2025.
（SCI，中科院二区，IF=4.1，通讯）.
- [5].
Weiling Liu
, Changqing Huang
, Yonghua Jiang
, Jingyin Wang
, Guo Zhang
, Huaibo Song
和 Xinghua Li.
Dual-decoupling inter-correction multitemporal framework for high-, medium-, and low-resolution optical remote sensing image reconstruction.
Applied Intelligence.
55.
722.
2025.
（SCI，中科院三区，IF=3.5）.
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