Algorithm Details

SubFocal-L

Learning Sub-Pixel Disparity Distribution for Light Field Depth Estimation

1. Sub-pixel Cost Volume
2. Uncertainty-aware Focal Loss

full grid

python

RTX 3090

Source code

Raw evaluation scores for all scenes

Learning Sub-Pixel Disparity Distribution for Light Field Depth Estimation

Wentao Chao, Xuechun Wang, Yingqian Wang, Liang Chang, Fuqing Duan

arXiv

@article{chao2022learning,
title={Learning Sub-Pixel Disparity Distribution for Light Field Depth Estimation},
author={Chao, Wentao and Wang, Xuechun and Wang, Yingqian and Chang, Liang and Duan, Fuqing},
journal={arXiv preprint arXiv:2208.09688},
year={2022}
}