Three Ways to Improve the Performance of Real-Life Camera-Based Fall Detection Systems

Figure 5

Precision-recall curve for comparison of our robust background subtraction (BGS) algorithm trained on containing all falls and trained only using containing only visible falls but validated on . Both use for the -measure. The larger markings indicate the optimal trained model (AUC = Area Under Curve).