metadata
license: mit
tags:
- motion
- opticalflow
pretty_name: MateiralMotion
size_categories:
- 100B<n<1T
Motion Estimation Datasets
This repository contains multiple datasets for motion estimation used in the paper
"Machine Learning Modeling for Multi-order Human Visual Motion Perception".
Citation
For use, please cite:
@misc{sun2025machinelearningmodelingmultiorder,
title={Machine Learning Modeling for Multi-order Human Visual Motion Processing},
author={Zitang Sun and Yen-Ju Chen and Yung-Hao Yang and Yuan Li and Shin'ya Nishida},
year={2025},
eprint={2501.12810},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://arxiv.org/abs/2501.12810},
}
Dataset Sources
Human Data: Our human data are based on the Sintel-Slow and KITTI 2015 datasets.
Motion Datasets: The non-diffuse and diffuse material-based motion datasets are generated using the Kubric pipeline.
Note: You need to follow the respective licenses and policies for using the above datasets.