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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].
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）.
- [2].
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）.
- [3].
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）.
- [4].
Andong Huang
, Chuan Xu
, Liye Mei
, Zhiwei Ye
, Wei Yang
, Ying Wang
和 Xinghua Li.
MVCL: Multi-View Complementary Learning Network for Remote Sensing Image Change Detection.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.
18.
12831-12844.
2025.
（SCI，中科院二区，IF=5.3，第二通讯）.
- [5].
Jianhao Miao
, Shuang Li
, Xuechen Bai
, Wenxia Gan
, Jianwei Wu
和 Xinghua Li.
RS-NormGAN: Enhancing change detection of multi-temporal optical remote sensing images through effective radiometric normalization.
ISPRS Journal of Photogrammetry and Remote Sensing.
221.
324-346.
2025.
（SCI，中科院一区Top，IF=12.2，通讯）.
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