Skip to main content

Table 7 Performance of proposed approach (RFD 8 expressions)

From: Facial expression recognition and histograms of oriented gradients: a comprehensive study

 

An

Co

Di

Fe

Ha

Ne

Sa

Su

An

97.0

0

0

0

0

1.5

1.5

0

Co

1.5

88.1

0

0

0

7.5

2.9

0

Di

0

1.5

98.5

0

0

0

0

0

Fe

0

0

0

92.5

0

3.0

0

4.5

Ha

0

1.5

0

0

98.5

0

0

0

Ne

0

10.4

0

0

0

86.6

3.0

0

Sa

7.4

3.0

0

3.0

0

1.5

85.1

0

Su

0

1.5

0

0

0

1.5

0

97.0

  1. Average performances: recall = 92.9 %, precision = 93.0 %, accuracy = 98.2 %, F-score = 92.9 %. (orientation bins = 7, cell size = 7)
  2. An Anger, Co Contemptous, Di Disgusted, Fe Fearful, Ha Happy, Ne Neutral, Sa Sad, Su Surprised