TABLE 7.
AU Recognition for Single AUs on S1 Training and Testing Sets in Experiment 1
Recognition outputs | ||||||||
---|---|---|---|---|---|---|---|---|
AU1 | AU2 | AU4 | AU5 | AU6 | AU7 | NEUTRAL | ||
Human | AUl | 12 | 2 | 0 | 0 | 0 | 0 | 0 |
AU2 | 3 | 9 | 0 | 0 | 0 | 0 | 0 | |
AU4 | 0 | 0 | 20 | 0 | 0 | 0 | 0 | |
AU5 | 0 | 0 | 0 | 22 | 0 | 0 | 2 | |
AU6 | 0 | 0 | 0 | 0 | 12 | 2 | 0 | |
AU7 | 0 | 0 | 0 | 0 | 2 | 17 | 1 | |
NEUTRAL | 0 | 0 | 0 | 0 | 0 | 0 | 52 | |
Recognition Rate |
88.5% (excluding NEUTRAL) | |||||||
92.3% (including NEUTRAL) |
A same subject could appear in both training and testing sets. The numbers in bold are results excluding NEUTRAL.