DehazeNeRF

Official repository for DehazeNeRF: Multiple Image Haze Removal and 3D Shape Reconstruction using Neural Radiance Fields

Wei-Ting Chen*, Wang Yifan*, Sy-Yen Kuo, Gordon Wetzstein
(* indicates equal contribution.)
3DV 2024

Project Page | Paper | Video | Dataset

Updates

• 10/15/23: ✨ DehazeNeRF was accepted into 3DV!

Setup

You can use the following to set up a Conda environment.\

Download our pretrained model HERE. Put the pretrained model in a runs folder.

We put the datasets into a folder outside of the repo to create the following file structure

Synthetic Dataset in DehazeNeRF downloaded from here

File structure should be as follows:

Real Capture Dataset in DehazeNeRF downloaded from here

File structure should be as follows:

Usage

To test:

Reference

If you find this work useful, please consider citing us!

@inproceedings{chen2024dehazenerf,
  title={Dehazenerf: Multiple image haze removal and 3d shape reconstruction using neural radiance fields},
  author={Chen, Wei-Ting and Yifan, Wang and Kuo, Sy-Yen and Wetzstein, Gordon},
  journal={3DV},
  year={2024}
}

Acknowledgements

We thank the authors of NeuS from which our repo is based off of.