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Color Constancy on DepthAWB

0.99Mean ErrorPCCC
0.55883.46946.389.2906Nov 22, 2021
Updated 8mo ago

Evaluation results

MethodLinks
PCCCInput Point Count=4096, Depth Usage=true, Training time (s)=5700, Test time (ms)=47.122021.110.990.280.50.082.94
PCCCInput Point Count=256, Depth Usage=true, Training time (s)=3120, Test time (ms)=7.032021.111.050.370.550.093.02
FFCCModel Variant=Model J, Training time (s)=67, Test time (ms)=29.002021.111.320.760.880.273.21
FC4Training time (s)=13000, Test time (ms)=38.212021.111.340.981.040.243.08
FFCCModel Variant=Model Q, Training time (s)=51, Test time (ms)=1.102021.111.40.810.930.293.4
PCCCInput Point Count=16, Depth Usage=true, Training time (s)=1700, Test time (ms)=4.002021.111.640.951.050.174.3
Cheng et al.Training time (s)=63, Test time (ms)=331.202021.111.891.151.240.224.71
PCCCInput Point Count=256, Depth Usage=false, Training time (s)=3120, Test time (ms)=7.032021.112.391.751.90.425.5
PCCCInput Point Count=16, Depth Usage=false, Training time (s)=1700, Test time (ms)=4.002021.112.62.112.20.55.72
APAP (GW)Training time (s)=16, Test time (ms)=16.002021.113.692.693.081.76.5
GITest time (ms)=109.002021.113.912.092.580.4910.23
Quasi U CCTest time (ms)=345.132021.114.453.83.91.049.03
Shen et al.Test time (ms)=37.002021.115.053.193.80.7711.85
Shade of GrayTest time (ms)=42.502021.115.844.595.111.2211.82
BayesianTraining time (s)=35, Test time (ms)=2134.422021.115.975.095.241.9111.2
Gray WorldTest time (ms)=10.002021.116.035.235.43.489.75
1st GrayEdgeTest time (ms)=18.802021.116.566.136.061.5212.83
2nd GrayEdgeTest time (ms)=34.002021.117.126.916.971.8713.07
WhitePatch2021.1111.7712.5112.233.7418.8