README.md

Inverse Volume Rendering with Neural Microflake Field

Project Page | Paper

NeMF: Inverse Volume Rendering with Neural Microflake Field
Youjia Zhang, Teng Xu, Junqing Yu, Yuteng Ye, Junle Wang, Yanqing Jing, Jingyi Yu, Wei Yang.
ICCV 2023

Installation

We have tested the code on pytorch 1.13.1, while a newer version of pytorch should also work.

conda create -n object_nerf python=3.8
conda activate object_nerf
conda install pytorch==1.13.1 torchvision cudatoolkit=11.3 -c pytorch -c conda-forge
pip install -r requirements.txt

Data Preparation

Download Synthetic4Relight.zip from here

Citation

@inproceedings{zhang2023nemf,
  title={Nemf: Inverse volume rendering with neural microflake field},
  author={Zhang, Youjia and Xu, Teng and Yu, Junqing and Ye, Yuteng and Jing, Yanqing and Wang, Junle and Yu, Jingyi and Yang, Wei},
  booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},
  pages={22919--22929},
  year={2023}
}

Contact

For feedback, questions, or press inquiries please contact Youjia Zhang.

Acknowledgements: part of our code is inherited from InvRender and NeRF.