Research Article

Robust Abnormal Event Recognition via Motion and Shape Analysis at ATM Installations

Table 4

TP, TN, FP, and FN of all classes of our testing data set.

Number of MHI frames 5 10 15
TP TN FP FN TP TN FP FN TP TN FP FN

Single 259 440 10 11 126 219 5 9 71 149 0 18
Multiple 54 593 17 56 47 293 11 8 17 190 12 19
Multiple abnormal 324 324 56 16 163 183 7 6 111 98 27 2