ics-learn

A toolbox for one-class classification and open set recognition based on intra-class splitting.

Paper

This toolbox is based on the papers below. If you use this toolbox in your research, please cite the corresponding papers:

@inproceedings{schlachter2019open,
  title={Open-Set Recognition Using Intra-Class Splitting},
  author={Schlachter, Patrick and Liao, Yiwen and Yang, Bin},
  booktitle={2019 27th European Signal Processing Conference (EUSIPCO)},
  pages={1--5},
  year={2019},
  organization={IEEE}
}

@inproceedings{8755576,
  author={P. {Schlachter} and Y. {Liao} and B. {Yang}},
  booktitle={2019 IEEE Data Science Workshop (DSW)}, 
  title={Deep One-Class Classification Using Intra-Class Splitting}, 
  year={2019},
  pages={100-104},
  doi={10.1109/DSW.2019.8755576}
}