Parameterization-driven Neural Surface Reconstruction for Object-oriented Editing in Neural Rendering

Baixin Xu · Jiangbei Hu · Fei Hou . Kwan-Yee Lin . Wayne Wu . Chen Qian . Ying He

ECCV 2024

Paper | Project Page

Setup

Installation

conda env create -f environment.yml
conda activate neuparam

Dataset

OmniObject3D, FaceScape

Training and inference

cd code
bash confs/omni/train_omni.sh

Citation

If you find our work useful, please kindly cite as:

@inproceedings{xu2024neuparam,
    title={Parameterization-driven Neural Surface Reconstruction for Object-oriented Editing in Neural Rendering},
    author={Xu, Baixin and Hu, Jiangbei and Hou, Fei and Lin, Kwan-Yee and Wu, Wayne and Qian, Chen and He, Ying},
    booktitle={ECCV},
    year={2024}
    }

Acknowledgement

• The codebase is developed based on VolSDF of Yariv et al. We also acknowledge NeuTex. Many thanks to their great contributions!