Research Article

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

Table 5

Experimental results of mixed features on the JAFFE database.

ExpressionNumber of test samplesCorrect numberAverage recognition rate (%)
FirstSecondThird

Angry2019201996.67
Disgust1918181996.49
Fear2220201992.42
Happy2120211893.65
Neutral20202020100.00
Sad2120181892.06
Surprise2019191893.33
Total14313613513294. 95