From: A Grassmann graph embedding framework for gait analysis
 | Benchmark | Global method | Local method | Adaptive method | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Score fusion | MSR[44] | SM-CC | SM-Proj | HK-CC | HK-Proj | SM-CC | SM-Proj | HK-CC | HK-Proj | SR-CC | SR-Proj | ||
Unsupervised | Clothing (CASIA) | 27.82 | 19.75 | 22.98 | 57.66 | 23.79 | 50.00 | 22.98 | 57.66 | 23.79 | 56.05 | 20.16 | 57.56 |
Clothing (OU) | 43.75 | 43.75 | 6.25 | 6.25 | 6.25 | 6.25 | 25.00 | 6.25 | 25.00 | 6.25 | 50.75 | 34.25 | |
Carrying condition (CASIA) | 89.70 | 65.32 | 70.56 | 77.02 | 68.95 | 77.02 | 70.56 | 77.02 | 70.16 | 84.27 | 76.77 | 89.22 | |
Supervised | Clothing (CASIA) | 27.82 | 19.75 | 14.52 | 58.47 | 14.92 | 37.50 | 15.73 | 63.31 | 14.92 | 59.27 | 43.71 | 63.38 |
Clothing (OU) | 43.75 | 43.75 | 43.75 | 18.75 | 37.50 | 25.00 | 43.75 | 18.75 | 43.75 | 12.50 | 51.50 | 42.50 | |
Carrying condition (CASIA) | 87.90 | 65.32 | 47.98 | 82.26 | 47.58 | 58.87 | 50.40 | 88.71 | 49.60 | 88.71 | 55.96 | 89.51 |