A Facial Expression Recognition Method Using Improved Capsule Network Model

Table 3

Expression recognition results of different postures on the BU-3DFE dataset (%).

Angle	−30°	−15°	0°	15°	30°	Average
Neutral	83.57	81.49	80.46	81.02	84.16	82.14
Angry	85.34	82.17	81.88	82.74	86.07	83.64
Hate	80.44	77.31	76.27	76.34	80.19	78.11
Fear	77.28	75.72	74.15	75.11	76.89	75.83
Happy	79.24	78.21	77.46	78.71	81.83	79.09
Upset	82.84	80.21	80.14	80.39	83.67	81.45
Surprise	86.13	83.18	82.29	83.83	85.67	84.22
Average	82.12	79.76	78.95	79.73	82.64	80.64