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VR-Biometric-Authentication

Biometric authentication work done at TARS lab.

Authentication Directory

Code for training and testing Siamese networks to perform authentication based on subjects' behaviour.

Dataset Directory

Links to download the recorded motions subjects made in VR and video recordings of the subject performing the task.

If you use the dataset in publications, please cite the following paper(s):

@inproceedings{miller2022temporal,
  title={Temporal Effects in Motion Behavior for Virtual Reality (VR) Biometrics},
  author={Miller, Robert and Banerjee, Natasha Kholgade and Banerjee, Sean},
  booktitle={2022 IEEE Conference on Virtual Reality and 3D User Interfaces (VR)},
  pages={563--572},
  year={2022},
  organization={IEEE}
}

@inproceedings{miller2022combining,
  title={Combining Real-World Constraints on User Behavior with Deep Neural Networks for Virtual Reality (VR) Biometrics},
  author={Miller, Robert and Banerjee, Natasha Kholgade and Banerjee, Sean},
  booktitle={2022 IEEE Conference on Virtual Reality and 3D User Interfaces (VR)},
  pages={409--418},
  year={2022},
  organization={IEEE}
}