Gait Recognition Based on the Feature Extraction of Gabor Filter and Linear Discriminant Analysis and Improved Local Coupled Extreme Learning Machine

Table 7

Performance comparison of different gait recognition methods on the CASIA-B dataset with considering influence of cross view.

Algorithm	View										Training testing	Average
	0°	18°	36°	54°	72°	90°	108°	126°	144°	162°
	18°	36°	54°	72°	90°	108°	126°	144°	162°	180°
[41]	31.9	39.9	28.8	23.0	81.5	82.3	37.1	26.6	5.6	28.6	—	38.53
[42]	84.69	87.84	88.66	91.92	91.95	90.04	88.20	88.50	89.56	86.25	—	88.75
[43]	86	95	89	88	88	93	89	96	84	73	—	88.1
Ours	95.18	97.81	96.44	95.23	94.60	95.79	95.82	95.48	95.81	95.83	—	95.80