AerialExtreMatch: A Benchmark for Extreme-View Image Matching and Localization

Project Page | Paper (WIP)

AerialExtreMatch: A Benchmark for Extreme-View Image Matching and Localization
Rouwan Wu, Zhe Huang, Xingyi He, Yan Liu, Shen Yan, Sida Peng, Maojun Zhang, Xiaowei Zhou

2025

Warning

Code and the dataset are under preparation, and will be released soon.

Resources

Important

In our paper, TWO seperate codebases are provided: benchmarking and code of our pretrained RoMa model.
To increase simplicity and consistency, we slightly abuse the git branches and make the two codebases as branches of this repository.

• Code
  • Benchmark branch: source code for the benchmark, including feature matching and localization pipelines for models mentioned in the paper. (WIP)
  • RoMa branch: the code we use to train our RoMa model.
• Dataset
  • AerialExtreMatch-Localization: (WIP)
  • AerialExtreMatch-Train: (WIP)
  • AerialExtreMatch-Benchmark: (WIP)
• Checkpoints: See [Release].

Introduction

WIP.

License

MIT License