Old-Photo-3D

Official github of the paper "Monocular Depth Estimation of Old Photos via Collaboration of Monocular and Stereo Networks", IEEE Access, Ju Ho Kim, Kwang-Lim Ko, Le Thanh Ha, and Seung-Won Jung [PAPER]

Folder Description

Old_photo_dataset         : Description of the dataset.
Pairwise_comparison       : Description of the pairwise comparison tool.
Main_Code                 : Main Code
image                     : Sample images

Overview:

visualization results:

Old Photo Dataset

The dataset was crawled old photos from onlie library. Library of congress

We use Old Photo Restoration technique Bringing-Old-Photos

Before Old Photo Restoration:

After Old Photo Restoration:

Acknowledgments

The code is based on Learning-Monocular-Depth-by-Stereo.

Citation

@ARTICLE{10034739,
  author={Kim, Ju Ho and Ko, Kwang-Lim and Le Ha, Thanh and Jung, Seung-Won},
  journal={IEEE Access}, 
  title={Monocular Depth Estimation of Old Photos via Collaboration of Monocular and Stereo Networks}, 
  year={2023},
  volume={11},
  number={},
  pages={11675-11684},
  doi={10.1109/ACCESS.2023.3241348}}