Research Article
Gait Recognition Based on the Feature Extraction of Gabor Filter and Linear Discriminant Analysis and Improved Local Coupled Extreme Learning Machine
Table 3
Performance comparison of different gait recognition methods on the CASIA-B dataset.
| Algorithm | View | Average | 0° | 18° | 36° | 54° | 72° | 90° | 108° | 126° | 144° | 162° | 180° |
| [37] | 90.52 | 88.31 | 84.91 | 87.93 | 88.79 | 87.93 | 92.24 | 90.09 | 87.5 | 86.64 | 89.66 | 88.59 | [38] | 88.13 | 87.43 | 90.21 | 93.43 | 94.17 | 91.54 | 92.51 | 93.00 | 93.38 | 88.92 | 90.00 | 91.12 | [39] | 90.8 | 97.9 | 99.4 | 96.9 | 93.6 | 91.7 | 95 | 97.80 | 98.9 | 96.8 | 85.8 | 95 | [40] | 96.30 | 98.20 | 98.50 | 95.40 | 94.30 | 99.90 | 98.60 | 97 | 97.40 | 99.20 | 96.10 | 97.35 | Ours | 99.47 | 97.16 | 98.21 | 99.08 | 98.28 | 98.80 | 97.31 | 98.99 | 99.48 | 99.09 | 99.40 | 98.66 |
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