Research Article

Vision-Based Fall Detection with Convolutional Neural Networks

Table 6

Experiment with the system trained with the three datasets combined (URFD, Multicam, and FDD). Results are shown on the combination and the individual sets.

Test set Sensitivity/Recall Specificity

URFD + Multicam + FDD 94.00% 94.00%
URFD 100.0% 99.00%
Multicam 85.00% 84.00%
FDD 97.00% 98.00%