This is the PyTorch implementation for 2021 ICCV paper "In-the-Wild Single Camera 3D Reconstruction Through Moving Water Surfaces"
In-the-Wild Single Camera 3D Reconstruction Through Moving Water Surfaces
Jinhui Xiong,
Wolfgang Heidrich
KAUST
ICCV 2021 (Oral)
The code was tested with python>=3.7 & PyTorch>=1.3 & cuda>=10.0 on Nvidia RTX 2080 Ti
Minor change on the code if there is compatibility issue. It needs around 10 GB GPU memory.
conda create -n moving_water python=3.7
conda activate moving_water
conda install pytorch torchvision -c pytorch
conda install -c conda-forge opencv scikit-image
conda install -c anaconda scipy
Please go to example folder, download the cached coefficient matrices (there are three matrices for each example) and execute:
python3 run.py
@inproceedings{xiong2021inthewild,
title={In-the-Wild Single Camera 3D Reconstruction Through Moving Water Surfaces},
author={Jinhui Xiong and Wolfgang Heidrich},
year={2021},
booktitle={ICCV}
}
Please contact Jinhui Xiong jinhui.xiong@kaust.edu.sa if you have any question or comment.