This is official repository of "SiamEvent: Event-based Object Tracking via Edge-aware Similarity Learning with Siamese Networks".
We provide 'Real Event Dataset' recorded with DAVIS346 for event-based object tracking. Our dataset includes outdoor scenes with various conditions (e.g., general, dark, blurred, strong light) and camera settings (e.g., fixed camera with stand-alone moving object and moving camera with fixed scenes).
The dataset link is: https://drive.google.com/drive/folders/1mtTFQ4R3GzZRYwevmLDLrEbWOCGVlUiN?usp=sharing (~5GB)
If you use our dataset, please cite:
@misc{chae2021siamevent,
title={SiamEvent: Event-based Object Tracking via Edge-aware Similarity Learning with Siamese Networks},
author={Yujeong Chae and Lin Wang and Kuk-Jin Yoon},
year={2021},
eprint={2109.13456},
archivePrefix={arXiv},
primaryClass={cs.CV}
}