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Steerers: A framework for rotation equivariant keypoint descriptors
---
TODO: paper link
Georg Bökman, Johan Edstedt, Michael Felsberg, Fredrik Kahl

A steerer is a linear map that modifies keypoint descriptions as if they were obtained from a rotated image. More info [below](#short-summary).
[arXiv](https://arxiv.org/abs/2312.02152)
[pdf](https://arxiv.org/pdf/2312.02152.pdf)

A steerer for D-dimensional keypoint descriptions is a DxD matrix that transforms the descriptions as if they were computed from a rotated image. More info [below](#short-summary).

<img src="example_images/method.png" width="500">

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<img src="eigen_gifs/C4_standard_init.gif" width="250"><img src="eigen_gifs/C4_perm_init.gif" width="250"><img src="eigen_gifs/C4_inv_init.gif" width="250"><img src="eigen_gifs/SO2_standard_init.gif" width="250"><img src="eigen_gifs/SO2_spread_init.gif" width="250">

## Citation
```
TODO
```tex
@article{bokman2023steerers,
title={{Steerers: A framework for rotation equivariant keypoint descriptors}},
author={Georg B{\"o}kman and Johan Edstedt and Michael Felsberg and Fredrik Kahl},
year={2023},
eprint={2312.02152},
archivePrefix={arXiv},
primaryClass={cs.CV}
}
```

## License
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