Color Constancy on DepthAWB
0.99Mean ErrorPCCC
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PCCCInput Point Count=4096, Depth Usage=true, Training time (s)=5700, Test time (ms)=47.122021.11 | 0.99 | 0.28 | 0.5 | 0.08 | 2.94 | |
| PCCCInput Point Count=256, Depth Usage=true, Training time (s)=3120, Test time (ms)=7.032021.11 | 1.05 | 0.37 | 0.55 | 0.09 | 3.02 | |
| FFCCModel Variant=Model J, Training time (s)=67, Test time (ms)=29.002021.11 | 1.32 | 0.76 | 0.88 | 0.27 | 3.21 | |
| FC4Training time (s)=13000, Test time (ms)=38.212021.11 | 1.34 | 0.98 | 1.04 | 0.24 | 3.08 | |
| FFCCModel Variant=Model Q, Training time (s)=51, Test time (ms)=1.102021.11 | 1.4 | 0.81 | 0.93 | 0.29 | 3.4 | |
| PCCCInput Point Count=16, Depth Usage=true, Training time (s)=1700, Test time (ms)=4.002021.11 | 1.64 | 0.95 | 1.05 | 0.17 | 4.3 | |
| Cheng et al.Training time (s)=63, Test time (ms)=331.202021.11 | 1.89 | 1.15 | 1.24 | 0.22 | 4.71 | |
| PCCCInput Point Count=256, Depth Usage=false, Training time (s)=3120, Test time (ms)=7.032021.11 | 2.39 | 1.75 | 1.9 | 0.42 | 5.5 | |
| PCCCInput Point Count=16, Depth Usage=false, Training time (s)=1700, Test time (ms)=4.002021.11 | 2.6 | 2.11 | 2.2 | 0.5 | 5.72 | |
| APAP (GW)Training time (s)=16, Test time (ms)=16.002021.11 | 3.69 | 2.69 | 3.08 | 1.7 | 6.5 | |
| GITest time (ms)=109.002021.11 | 3.91 | 2.09 | 2.58 | 0.49 | 10.23 | |
| Quasi U CCTest time (ms)=345.132021.11 | 4.45 | 3.8 | 3.9 | 1.04 | 9.03 | |
| Shen et al.Test time (ms)=37.002021.11 | 5.05 | 3.19 | 3.8 | 0.77 | 11.85 | |
| Shade of GrayTest time (ms)=42.502021.11 | 5.84 | 4.59 | 5.11 | 1.22 | 11.82 | |
| BayesianTraining time (s)=35, Test time (ms)=2134.422021.11 | 5.97 | 5.09 | 5.24 | 1.91 | 11.2 | |
| Gray WorldTest time (ms)=10.002021.11 | 6.03 | 5.23 | 5.4 | 3.48 | 9.75 | |
| 1st GrayEdgeTest time (ms)=18.802021.11 | 6.56 | 6.13 | 6.06 | 1.52 | 12.83 | |
| 2nd GrayEdgeTest time (ms)=34.002021.11 | 7.12 | 6.91 | 6.97 | 1.87 | 13.07 | |
| WhitePatch2021.11 | 11.77 | 12.51 | 12.23 | 3.74 | 18.8 |