Awesome
GyroFlow+: Gyroscope-Guided Unsupervised Deep Homography and Optical Flow Learning
Haipeng Li, Kunming Luo, Bing Zeng, Shuaicheng Liu
GHOF Dataset
- Benchmark consists of GHOF-Clean and GHOF-Final is available at GoogleDrive
- Download the two BMKs and put to root path
Test Demo
- Download pretrain model step_418600_homo into experiments
python test.py --model_dir experiments/ --restore_file experiments/step_418600_homo.pth
Citation
@inproceedings{li2021gyroflow,
title={Gyroflow: gyroscope-guided unsupervised optical flow learning},
author={Li, Haipeng and Luo, Kunming and Liu, Shuaicheng},
booktitle={Proceedings of the IEEE/CVF International Conference on Computer Vision},
pages={12869--12878},
year={2021}
}
@article{li2024gyroflow+,
title={Gyroflow+: Gyroscope-guided unsupervised deep homography and optical flow learning},
author={Li, Haipeng and Luo, Kunming and Zeng, Bing and Liu, Shuaicheng},
journal={International Journal of Computer Vision},
pages={1--19},
year={2024},
publisher={Springer}
}