Inverse Volume Rendering with Neural Microflake Field

Project Page | Paper

<div align=center> <img src="imgs/teaser.jpg" width="100%"/> </div>

NeMF: Inverse Volume Rendering with Neural Microflake Field
Youjia Zhang, Zikai Song, Junqing Yu, Yawei Luo, 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.