FedSurfGS: Scalable 3D Surface Gaussian Splatting with Federated Learning for Large Scene Reconstruction
Weicai Ye, Hao Li, Yuanyuan Gao,Yalun Dai, Junyi Chen, Nanqing Dong, Dingwen Zhang, Hujun Bao, Wanli Ouyang, Yu Qiao, Tong He, Guofeng Zhang
First cloud-edge-device hierarchical framework with federated learning for large-scale high-fidelity surface reconstruction in a distributed manner, achieving balance between high-precision reconstruction and low-cost memory.
If you find this code useful for your research, please use the following BibTeX entry.
@article{Ye2024FedSurfGS,
title={FedSurfGS: Scalable 3D Surface Gaussian Splatting with Federated Learning for Large Scene Reconstruction},
author={Weicai Ye and Hao Li and Yuanyuan Gao and Yalun Dai and Junyi Chen and Nanqing Dong and Dingwen Zhang and Hujun Bao and Wanli Ouyang and Yu Qiao and Tong He and Guofeng Zhang},
booktitle={arxiv preprint},
year={2024},
}