Research Article

Facial Expression Recognition from Video Sequences Based on Spatial-Temporal Motion Local Binary Pattern and Gabor Multiorientation Fusion Histogram

Table 5

Comparison results of using fusion feature and LBPTOP on CK+ dataset.

ExpressionAngerDisgustFearHappinessSadnessSurpriseAverage

Anger93.3 (+2.2)0006.70
Disgust0100 (0.0)0000
Fear0088.0 (0.0)084
Happiness000100 (0.0)00
Sadness10.703.6086.7 (+8.1)0
Surprise002.41.2096.4 (0.0)
Overall95.8 (+1.3)