Research Article

Facial Expression Recognition Algorithm Based on Fusion of Transformed Multilevel Features and Improved Weighted Voting SVM

Table 6

Experimental results of mixed features on the CK+ database.

ExpressionNumber of test samplesCorrect numberAverage recognition rate (%)
FirstSecondThird

Angry4646404694.93
Disgust1919181994.25
Fear50505050100.00
Happy5252515299.36
Neutral5448504690.12
Sad56565656100.00
Surprise5252495298.08
Total36836134035796.68