ericzzj1989 / BALF

[WACV 2024] BALF: Simple and Efficient Blur Aware Local Feature Detector

BALF
Simple and Efficient Blur Aware Local Feature Detector

Zhenjun Zhao

WACV 2024

Paper | Video | Project Page

BALF is able to detect well localized and repeatable keypoints from both sharp and blurred images.

Acknowledgement

The author thanks Peidong Liu and Ben M. Chen for supporting.

Citation

If you find our code or paper useful, please cite

@InProceedings{Zhao_2024_WACV,
    author    = {Zhao, Zhenjun},
    title     = {BALF: Simple and Efficient Blur Aware Local Feature Detector},
    booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
    month     = {January},
    year      = {2024},
    pages     = {3362-3372}
}

ToDo-List

• Release the training code.
• Release the testing code.
• Add installation and usage guidance.
• Release the Blur-HPatches dataset.
• Release the model checkpoint.

Contact

Contact Zhenjun Zhao for questions, comments and reporting bugs.