The Prague Texture Segmentation Datagenerator and Benchmark - Result Details
optimized
for

It is possible that the resulting index maps don't correspond to the training set's indeces according to the data.xml file!
It leads to the wrong values of pixel-wise criteria as a result.


Benchmark - Colour [normal] CLresult byyzan's Laws & Naive Bayes ()
set \ criterionCSOSUSMENEOCCACOCCIIIEAMSRMCIGCELCEBCEGBCEBGMSCSSCVDLAVINVINMIMARIJCDCFMIWIWIINBDE
#3 - all96.440.000.000.000.00100.00100.000.000.000.00100.0033.290.00-30.194.640.006.693.569.876.7496.4493.0993.183.5696.492.3513.3586.564.7789.3486.8392.9592.9592.3093.622.25
#4 - all92.510.000.000.000.0099.8099.850.641.181.3598.8230.531.26-37.236.411.2612.727.2318.6813.1892.5186.0486.717.4991.904.1718.7580.756.8482.5577.3587.2387.2386.3988.073.20
#5 - all81.880.000.009.7717.0199.3899.641.101.862.6098.1414.792.13-35.3317.172.1811.968.3719.5815.9991.1683.5686.288.5990.164.5715.8981.336.5982.0175.9586.3386.4691.2781.903.35
#6 - all20.910.000.0074.6275.3197.2897.432.985.9710.0394.0312.205.64-26.9617.696.7144.3436.5853.4345.6762.8150.5951.3331.4869.7913.4446.7946.5524.2134.5833.8850.6150.6150.7850.4512.11
#7 - all77.750.000.0016.0713.3299.6799.900.971.582.5898.4215.651.89-46.198.981.9821.7718.4427.0623.7384.0076.7174.5914.9776.227.8725.2472.827.0575.9466.9980.2380.2678.0282.574.67
#8 - all7.780.000.0091.9991.1198.8898.403.467.819.5892.1913.016.23-32.058.757.0542.2239.2054.9651.9461.2751.6648.4534.8965.3914.9544.8651.3616.6639.0432.3248.8549.1543.9954.928.10
#9 - all23.910.000.0073.1973.9797.6599.423.115.2010.0994.8010.105.85-34.9812.146.6843.2536.7855.3048.8358.0649.4046.4735.7248.6314.9042.3050.6616.9343.8537.1954.2154.2552.2156.377.27
#10 - all0.000.000.00100.00100.0099.0598.072.456.573.9193.4310.964.58-39.918.004.8947.5137.9266.2756.6852.2938.4641.2339.8655.0217.3647.0448.5916.8030.7825.1240.1540.9033.7249.617.38
#11 - all23.900.000.0072.7275.1298.9296.933.536.477.0793.536.216.18-30.758.046.4440.3634.0848.9242.6467.5954.6555.5529.6164.9213.5435.2462.399.3255.3443.4960.6260.6558.6462.735.62
#12 - all7.830.0024.7365.2159.9499.9599.912.343.918.1896.099.714.31-40.219.695.1038.0430.9555.1348.0466.9255.6850.9229.1154.4615.1237.9655.4513.3848.3438.8355.9456.8247.5867.876.30
#6 - bark55.280.000.0035.3339.1587.7495.636.8312.8712.6487.1311.4311.66-27.9713.7612.1634.6031.9139.3636.6772.1760.8462.7525.9968.5011.0138.3458.0013.0461.6553.8269.9869.9870.6169.357.12
#6 - flowers12.020.000.0085.0385.1895.7598.313.925.6112.5594.3911.147.24-34.1712.178.1038.1931.1349.3542.3072.2255.7859.6527.7869.8912.4843.4754.2116.6447.5540.7357.8957.9560.6355.389.44
#6 - glass35.720.000.0058.8959.4299.9399.920.270.880.6799.1213.510.53-38.9018.360.6428.1919.0743.8334.7173.4761.2858.5423.4076.119.1031.7064.6517.8650.4844.8461.9262.3955.1570.5913.26
#6 - man-made60.260.000.0035.6437.4599.5699.440.580.941.7599.0618.141.15-35.298.631.2423.3016.3830.6023.6882.0171.8174.0917.9977.947.6226.5371.638.8872.7964.4378.3778.3777.8078.955.63
#6 - nature24.990.000.0073.8869.5797.9597.510.742.033.4097.9717.801.46-39.0523.981.9628.6317.7058.5947.6654.2545.2743.8030.5160.0111.5840.3350.6831.5027.8631.2947.6749.9167.7136.7813.00
#6 - plants0.000.000.00100.00100.0098.8297.187.6010.1218.8189.8814.0012.50-22.9610.7013.3947.1138.9865.8457.7149.6237.1437.3542.4252.0116.2556.5938.7124.3126.7626.5041.9042.1637.7247.1114.25
#6 - rock0.000.0023.5171.2669.6291.3992.526.8717.079.7982.9316.3911.65-20.5912.7512.4846.5134.8060.7149.0059.0342.8147.9335.9258.7514.7351.2744.3421.8633.8331.2147.5747.6744.7050.847.78
#6 - stone50.600.000.0048.5447.4699.4199.734.866.0115.1293.9920.638.52-38.2022.949.4919.4312.5535.5928.7075.0369.2867.3719.3365.527.5126.1666.9611.9472.3567.9480.9181.3289.9173.5415.02
#6 - textile87.780.000.005.138.5698.3398.221.261.856.5098.1519.362.46-38.529.483.1211.938.3617.5313.9692.5886.0887.507.2890.404.8715.6282.014.8085.1578.8188.1588.2392.0484.572.47
#6 - wood84.210.000.0011.006.1299.9599.680.361.480.6598.5212.510.71-38.2721.610.8615.6612.4123.9520.6988.2382.7179.6011.0473.876.3722.1973.498.0479.2273.3384.6184.8778.5091.764.67
mean42.190.002.4151.4151.4197.9798.382.694.976.8695.0315.574.80-34.3912.795.2930.1223.8241.7335.4372.5862.6462.6623.8570.3010.4933.9862.0614.0756.9751.5465.8066.1165.4867.357.64
criterionGraph
correct
over
under
missed
noise
F-measure
imageTexture mosaic (undegraded)Ground truthSegmentation
#3 - all
#4 - all
#5 - all
#6 - all
#7 - all
#8 - all
#9 - all
#10 - all
#11 - all
#12 - all
#6 - bark
#6 - flowers
#6 - glass
#6 - man-made
#6 - nature
#6 - plants
#6 - rock
#6 - stone
#6 - textile
#6 - wood