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lwCVer/README.md

Hi there, I'm lwCVer! 👋

Welcome to my GitHub profile! Here's a bit more about me:

🚀 About Me

中文版:

  • 🛰️ 研究领域 | 遥感技术与无人机应用,专注于提升空域视觉智能
  • 🤝 协作方向 | 积极参与开源项目合作与算法优化
  • 💻 技术交流 | 欢迎探讨Python/PyTorch在工程实践中的解决方案
  • 📧 联系方式 | 邮箱地址: luwei_ahu@qq.com; 微信: luwei_ahu

English Version:

  • 🛰️ Research Focus | Remote Sensing & UAV Applications | Advancing Aerial Visual Intelligence
  • 🤝 Collaboration | Actively Contributing to Open-Source Projects & Algorithm Optimization
  • 💻 Tech Exchange | Open for Python/Pytorch Engineering Solutions Discussion
  • 📧 Contacts | Email dddress: luwei_ahu@qq.com; WeChat: luwei_ahu

Main Projects

Name Pub. Year Link Code Description
UnravelNet ISPRS 2026.01 paper code A backbone for enhanced multi-scale and low-quality feature extraction in remote sensing object detection
LWGANet AAAI (Oral) 2026 paper code A universal lightweight backbone network for RS visual tasks
U3LIE arXiv 2025.09 arXiv code Unsupervised Ultra-High-Resolution UAV Low-Light Image Enhancement: A Benchmark, Metric and Framework
LEGNet ICCVW 2025 arXiv code A universal lightweight backbone network for RS object detect
RRSHID TGRS 2025.06 arXiv dataset A real-world remote sensing image dehazing dataset
DecoupleNet TGRS 2024.10 paper code A universal lightweight backbone network for RS visual tasks
RFD TGRS 2023.06 paper code A universal downsampling module for RS visual tasks

Co-author Projects

Name Pub. Year Link Code Description
MADSNet TGRS 2025.06 paper code RS visual task for road extraction
RB-SCD arXiv 2025.05 paper code Roads and bridges semantic change detection: dataset and benchmark
M4-SAR arXiv 2025.05 paper code Optical-SAR fusion object detection: dataset and benchmark
DSFF-Net IJON 2025.05 paper None A lightweight network for RS object detection
ASGCN TGRS 2024.06 paper None RS visual task for change detection

📈 Project Stats

Star History Chart


💬 Let's Connect!

Feel free to reach out if you want to collaborate on a project, discuss technology, or just say hi! I'm always open to new opportunities and connections.

Email: luwei_ahu@qq.com; WeChat: luwei_ahu.

Thanks for visiting my profile! Have a great day! 😊


🛠️ Technologies & Tools

python cmake jupyter git vscode pycharm visualstudio latex pytorch numpy ubuntu

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  1. AeroVILab-AHU/LEGNet AeroVILab-AHU/LEGNet Public

    [ICCVW 2025] LEGNet: A Lightweight Edge-Gaussian Network for Low-Quality Remote Sensing Image Object Detection

    Python 134 8

  2. AeroVILab-AHU/LWGANet AeroVILab-AHU/LWGANet Public

    [AAAI 2026 (Oral)] LWGANet: Addressing Spatial and Channel Redundancy in Remote Sensing Visual Tasks with Light-Weight Grouped Attention

    Jupyter Notebook 106 5

  3. AeroVILab-AHU/RFD AeroVILab-AHU/RFD Public

    [TGRS 2023] A Robust Feature Downsampling Module for Remote Sensing Visual Tasks

    Python 48 4

  4. AeroVILab-AHU/DecoupleNet AeroVILab-AHU/DecoupleNet Public

    [TGRS 2024] DecoupleNet: A Lightweight Backbone Network with Efficient Feature Decoupling for Remote Sensing Visual Tasks

    Jupyter Notebook 32 1

  5. AeroVILab-AHU/RRSHID AeroVILab-AHU/RRSHID Public

    [TGRS 2025] Real-World Remote Sensing Image Dehazing: Benchmark and Baseline

    Python 34 4

  6. AeroVILab-AHU/U3D_Toolkit AeroVILab-AHU/U3D_Toolkit Public

    Python 10