License

• BSD 2-Clause License

Install

% pip install git+https://github.com/AtsushiHashimoto/hyper_feature_coding.git

Sample Code

• sample.py (Combination with Spectral Clustering)

Reference

• Hyper-feature coding for 1D data (Action Clustering, this project is a partial imitate of this work).

    @inproceedings{songunsupervised,
        title={Unsupervised Alignment of Actions in Video with Text Descriptions},
        author={Song, Young Chol and Naim, Iftekhar and Al Mamun, Abdullah and Kulkarni, Kaustubh and Singla, Parag and Luo, Jiebo and Gildea, Daniel and Kautz, Henry},
        booktitle={Proceedings of the 25th International Joint Conference on Artificial Intelligence},
        year={2016},
    }
  

• Hyper-feature coding for 2D data (the original work for image clustering)

    @inproceedings{agarwal2006hyperfeatures,
        title={Hyperfeatures--multilevel local coding for visual recognition},
        author={Agarwal, Ankur and Triggs, Bill},
        booktitle={European conference on computer vision},
        pages={30--43},
        year={2006},
        organization={Springer}
    }