Homography Decomposition Networks for Planar Tracking

This project is the offical PyTorch implementation of HDN(Homography Decomposition Networks) for planar object tracking.
(AAAI 2022, Accepted)

Project Page | Paper

@misc{zhan2021homography,
      title={Homography Decomposition Networks for Planar Object Tracking}, 
      author={Xinrui Zhan and Yueran Liu and Jianke Zhu and Yang Li},
      year={2021},
      eprint={2112.07909},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

Installation

Please find installation instructions in INSTALL.md.

Quick Start: Using HDN

Add HDN to your PYTHONPATH