A Facial Expression Recognition Method Using Improved Capsule Network Model

Table 2

Expression recognition results of different postures on the JAFFE dataset (%).

Angle	−30°	−15°	0°	15°	30°	Average
Angry	98.74	97.64	96.81	97.38	98.33	97.78
Hate	96.84	94.82	91.87	95.21	97.41	95.23
Fear	98.47	97.81	97.32	98.11	99.34	98.21
Happy	96.76	96.46	94.27	97.88	97.18	96.11
Neutral	98.24	97.26	95.14	98.45	98.81	97.58
Upset	95.87	94.79	93.76	95.37	96.81	95.32
Surprise	97.58	96.51	94.28	96.94	98.14	96.69
Average	97.50	96.47	94.78	97.05	98.00	96.66