From: Privacy-protecting behaviours of risk detection in people with dementia using videos
Input window | AUC (ROC) | AUC (PR) | ||
---|---|---|---|---|
CAE_3DConv | CAE_2DConv | CAE_3DConv | CAE_2DConv | |
RGB | 0.791 | 0.822 | 0.109 | 0.128 |
Privacy-protecting without background | ||||
Openpose skeleton | 0.763 | 0.731 | 0.129 | 0.141 |
Detectron skeleton | 0.765 | 0.765 | 0.112 | 0.119 |
Segmentation mask | 0.640 | 0.676 | 0.076 | 0.117 |
Privacy-protecting with background | ||||
Openpose skeleton | 0.799 | 0.803 | 0.124 | 0.131 |
Detectron skeleton | 0.807 | 0.812 | 0.132 | 0.139 |
Segmentation mask | 0.792 | 0.823 | 0.100 | 0.125 |