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EPIC

EPIC: A Lightweight LiDAR-Based UAV Exploration Framework for Large-Scale Scenarios

Shuang Geng*, Zelin Ning*, Fu Zhang, and Boyu Zhou†

*Equal Contribution;  †Corresponding Author

arxiv Project Page Video

πŸ’‘ News

The code will be released after the paper is officially accepted. Stay tuned πŸš€ !

πŸ“œ Introduction

EPIC (Exploring on PoInt Clouds) is a lightweight LiDAR-based UAV exploration framework that directly exploits point cloud data to explore large-scale environments. Experimental results demonstrate that our framework achieves faster exploration while significantly reducing memory consumption. (Click the image to view the video)

video

Please cite our paper if you use this project in your research:

@article{geng2024epic,
  title={EPIC: A Lightweight LiDAR-Based UAV Exploration Framework for Large-Scale Scenarios},
  author={Geng, Shuang and Ning, Zelin and Zhang, Fu and Zhou, Boyu},
  journal={arXiv preprint arXiv:2410.14203},
  year={2024}
}

Please kindly star ⭐️ this project if it helps you. We take great efforts to develop and maintain it 😁.

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