This is the official implementation of the approach described in the paper:
Qiushuo Cheng, Catherine Morgan, Arindam Sikdar, Alessandro Masullo, Alan Whone, Majid Mirmehdi. [Your Turn: Real-World Turning Angle Estimation for Parkinson’s Disease Severity Assessment]
Due to the privacy and confidentiality agreement, to get free-living PD turning RGB videos, please follow the instructions of the REMAP dataset here. We here provide the 2D and 3D skeleton only.Google Drive
Get the original Human3.6M RGB and annotation files here. We here provide a dict file containing the subject, action, start frame number, end frame number, and turning angle. You can also download and try out our processed skeletons on curated turning clips here. Google Drive
We used AlphaPose, Strided Transformer to infer the skeletons on our customized videos. Here we provide Jupyter Notebook implementations of our proposed turning angle calculation algorithm for these two turning datasets.