Table 5. Summary of Evaluation Metrics (Shaded cells illustrate lowest errors).
Mean Error | SD Error | RMSE | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Illumination | Motion Type | Proposed | CHROM [ 12 ] | Kumar et al. [ 13 ] | Lam et al. [ 11 ] | Proposed | CHROM [ 12 ] | Kumar et al. [ 13 ] | Lam et al. [ 11 ] | Proposed | CHROM [ 12 ] | Kumar et al. [ 13 ] | Lam et al. [ 11 ] |
300 Lux | Stationary | -2.24 | -6.51 | -6.52 | -11.13 | 2.71 | 3.41 | 5.02 | 4.14 | 5.58 | 9.00 | 12.35 | 12.87 |
Rotation | -4.14 | -5.59 | -9.15 | -9.86 | 2.68 | 3.83 | 2.95 | 3.59 | 7.36 | 12.34 | 14.23 | 12.46 | |
Mixed | -7.81 | -9.64 | -10.57 | -10.72 | 2.47 | 2.85 | 3.47 | 3.24 | 9.88 | 14.67 | 13.22 | 12.80 | |
4ft. Walk | -2.22 | -3.72 | -10.88 | -11.69 | 3.42 | 5.63 | 5.69 | 4.36 | 7.72 | 11.99 | 14.18 | 15.29 | |
150 Lux | Stationary | -1.66 | -1.76 | -2.28 | -11.10 | 2.60 | 3.52 | 4.40 | 3.66 | 5.56 | 10.29 | 9.66 | 13.52 |
Rotation | -5.73 | -5.28 | -9.46 | -9.55 | 2.67 | 3.54 | 3.62 | 3.76 | 8.09 | 13.58 | 12.83 | 13.73 | |
Mixed | -7.27 | -8.44 | -12.69 | -14.09 | 2.70 | 3.66 | 2.69 | 3.52 | 9.96 | 13.40 | 14.94 | 15.12 | |
4ft. Walk | -2.60 | -3.98 | -8.18 | -8.35 | 3.76 | 6.24 | 4.38 | 3.97 | 8.60 | 12.75 | 13.15 | 12.97 |