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. 2021 Mar 1;7:e382. doi: 10.7717/peerj-cs.382

Table 2. Averaged rank-1 accuracies (%) on CASIA-B, excluding identical-view cases, using various numbers of provided gait frames.

The number of segmented silhouettes ( m) 5 10 15 20 25
The number of new generated frames (n) 25 20 15 10 5
NM Skeleton models 95.7 96.6 96.6 96.5 96.6
Horizontal flipping 95.4 95.3 95.4 95.4 95.1
CycleGAN 95.5 95.4 95.6 95.3 95.0
BG Skeleton models 88.2 90.2 90.4 90.4 90.8
Horizontal flipping 88.3 88.7 88.7 89.0 88.2
CycleGAN 89.4 89.4 89.0 88.6 88.5
CL Skeleton models 68.6 71.8 74.6 75.6 74.5
Horizontal flipping 69.0 69.3 69.2 68.8 69.4
CycleGAN 68.9 69.0 69.6 68.2 71.7