CombiNeRF

Requirements

• See requirements.txt or environment.yml if using conda

Dataset

• Download LLFF dataset folder and put it under ./data. Use scripts/llff2nerf.py with default parameters to convert LLFF in NeRF format.
• Download NeRF-Synthetic dataset folder and put it under ./data.

Run CombiNeRF

• Use ./run_CombiNeRF_LLFF.sh script to run CombiNeRF on LLFF dataset
• Use ./run_CombiNeRF_NS.sh script to run CombiNeRF on NeRF-Synthetic dataset

Citation

If you use this code in your research, please cite the following paper:

M. Bonotto, L. Sarrocco, D. Evangelista, M. Imperoli, and A. Pretto, "CombiNeRF: A Combination of Regularization Techniques for Few-Shot Neural Radiance Field View Synthesis," in International Conference on 3D Vision (3DV), 2024.

BibTeX entry:

@inproceedings{bseip3DV2024,
  author      = {Bonotto, Matteo and Sarrocco, Luigi and Evangelista, Daniele and Imperoli, Marco and Pretto, Alberto},
  title       = {{CombiNeRF: A Combination of Regularization Techniques for Few-Shot Neural Radiance Field View Synthesis}},
  booktitle   = {International Conference on 3D Vision (3DV)},
  year        = {2024}
}