The Scientific World Journal / 2014 / Article / Tab 2

Research Article

Color Image Segmentation Based on Different Color Space Models Using Automatic GrabCut

Table 2

Experimental segmentation results on different color spaces using automatic GrabCut.

ImageError rate %Overlap score rate %
RGB YUV XYZ CMY HSV RGB YUV XYZ CMY HSV

118.7020.095.4536.315.2158.5792.9998.4798.0599.24
25.742.792.922.9119.1975.6998.8598.6397.9598.86
37.315.513.903.765.3785.4895.3899.2199.3198.22
43.093.0718.953.0812.6797.0299.1988.1399.11100
53.753.764.2042.2574.3885.1889.3385.7099.1996.56
60.860.860.8930.8229.9097.1799.5199.5674.0598.20
72.402.332.281.2036.1169.0199.8599.7693.2198.43
81.086.941.082.682.6890.8144.9197.2788.6988.74
92.172.162.1731.4328.8097.3199.2299.2482.9385.93
102.814.194.234.815.6996.3599.9099.9297.39100
112.052.072.1814.9915.9397.0499.9199.5963.7961.16
124.935.224.974.448.2989.3292.4893.3096.8181.42
132.302.392.4242.3127.5895.6498.7399.0399.9197.09
142.562.813.064.154.2896.4198.3797.9794.7994.55
153.503.683.685.2712.7191.9899.2899.2899.2288.40
163.022.942.988.7849.6693.8098.8998.9499.5699.79
172.102.202.1235.896.0995.1199.0799.0099.6581.17
183.866.716.7635.8580.2391.0698.9598.7196.36100
192.9237.2945.785.066.4093.3099.8864.1290.2999.84
201.441.431.478.4827.5996.4398.9599.1098.0498.82
211.271.271.041.5522.7494.6499.7098.9998.1899.92
223.163.393.395.215.2993.7394.6594.3689.9789.85
232.583.213.563.253.2893.7495.1394.9194.9595.58

Avg.3.645.495.6314.5421.3190.2195.3595.7993.5493.55

SD3.617.929.4715.2421.649.8711.377.849.019.29

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