README.md

---
license: cc-by-nc-sa-4.0
---

<div align="center">
  <h1>AerialFusionMapNet</h1>

  <h3>Online HD Map Construction with Aerial-Onboard BEV Fusion</h3>
  
  <a href="https://arxiv.org/abs/2606.24784"><img src="https://img.shields.io/badge/arXiv-Paper-brightgreen.svg" alt="arXiv Paper"></a>
  <a href="https://github.com/DriverlessMobility/AerialFusionMapNet">
    <img src="https://img.shields.io/badge/GitHub-black.svg?logo=github" alt="GitHub">
  </a>
</div>

## Introduction

This repository provides pretrained checkpoints for **“AerialFusionMapNet: Online HD Map Construction with Aerial-Onboard BEV Fusion”**, accepted at IEEE ITSC 2026.

AerialFusionMapNet extends online HD map construction by fusing camera-based BEV features with ego-aligned aerial imagery from AID4AD. The released checkpoints are intended to reproduce the reported evaluation results and support further research on aerial-ground fusion for online map construction.

For implementation details, configuration files, and evaluation instructions, please refer to the GitHub repository.

## Citation

If you use AerialFusionMapNet in your research, please cite:

```bibtex
@article{lengerer2026aerialfusionmapnet,
  title={AerialFusionMapNet: Online HD Map Construction with Aerial-Onboard BEV Fusion},
  author={Daniel Lengerer and Mathias Pechinger and Klaus Bogenberger and Carsten Markgraf},
  year={2026},
  journal={arXiv preprint arXiv:2606.24784}
}