Kinect Dataset from therapies with Adults with Autism

This repository refers to a triadic therapy done with 3 autistic adults during 3 sessions. The legal guardians of all the participants have signed an informed consent, in which they agree to provide the data for research purposes.

It was acquired with Microsoft Kinect v2.

It contains three data types:
- exercise: with the description of the exercises done.
- jointpoints: with the Skeleton Joints in a 2D color frame.
- keypoints: with the Skeleton Joints in 3D with the reference system on the Kinect.

We also provide a zip file called ''therapist annotations' to be used with the code present in: https://github.com/AlbertoSabater/Skeleton-based-One-shot-Action-Recognition

For more information (https://arxiv.org/abs/2102.08997) and if you use this dataset please cite:

@inproceedings{sabater2021oneshot,
      title={One-shot action recognition in challenging therapy scenarios}, 
      author={Alberto Sabater, Laura Santos, Jose Santos-Victor, Alexandre Bernardino, Luis Montesano, Ana C. Murillo},
      year={2021},
      booktitle={Workhop on Learning from Limited and Imperfect Data (L2ID), IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)},
}