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 - all96.140.000.000.000.00100.00100.0027.2927.2929.0972.710.0028.1627.291.0428.187.193.8710.597.2796.1492.5292.653.8696.232.4714.0385.875.1988.4285.7892.3492.3591.6593.052.78
#4 - all91.180.000.000.000.00100.00100.0014.6814.9817.4985.020.0816.1414.801.2916.1815.289.9621.0215.7091.1883.7384.318.8290.645.1122.9776.478.1679.1173.4284.6784.6784.4084.953.65
#5 - all76.840.000.009.7722.11100.00100.000.000.000.01100.001.080.00-0.8914.730.0016.4211.9528.2923.8185.9574.8480.1813.6885.386.1921.5674.939.7673.1265.9579.4879.6785.4074.329.70
#6 - all8.150.000.0089.3790.57100.00100.007.288.159.1991.850.158.647.520.498.6649.3644.4156.3051.3559.4145.9447.6634.7064.7215.6254.3738.4425.1630.4630.6546.9246.9548.7545.2212.14
#7 - all69.410.000.0022.1320.99100.00100.0012.8216.4014.3383.601.2415.3013.751.0415.3329.3224.2634.8229.7780.5870.5570.0019.4273.1610.4633.5264.208.9868.9859.2674.4274.4373.5275.345.46
#8 - all7.800.000.0091.9990.96100.00100.001.853.222.6796.780.372.920.690.502.9350.9048.0260.6657.7856.7747.1642.5440.1959.3518.2054.5942.3916.8733.8828.0343.7943.8242.3245.378.30
#9 - all15.710.000.0082.6283.28100.00100.0014.8515.7116.3384.290.2116.0215.210.2216.0247.7641.1157.1650.5258.3548.4946.2936.7047.5017.1648.7143.9016.8841.9435.3152.1952.1952.5751.838.38
#10 - all7.880.000.0089.5091.50100.00100.000.110.140.5299.860.230.23-1.032.050.2759.3652.5370.2763.4548.1935.0334.6647.0147.8121.6858.7337.7716.2326.3921.6435.5835.7532.3939.458.26
#11 - all24.020.000.0072.7272.09100.00100.004.525.725.3994.280.155.554.770.135.5546.9441.5254.3948.9762.9249.2150.0735.2360.7216.3042.4054.7510.5449.4038.2855.3755.4053.6857.175.67
#12 - all7.830.0023.5965.2161.11100.00100.000.891.481.7398.520.411.60-1.000.311.6048.8642.7659.8553.7559.5848.2145.2535.9949.1818.8147.2246.4713.1444.9835.6152.5252.7747.9358.096.82
#6 - bark53.800.000.0035.3336.13100.00100.0023.3326.2325.9173.771.5426.0724.390.1526.0742.8440.8346.1844.1766.9754.7355.4631.9860.2414.2649.6545.9615.7853.3546.4163.4063.4164.4562.3810.17
#6 - flowers0.000.000.00100.00100.00100.00100.0019.5619.6926.1680.310.0622.4719.612.6622.7044.9535.3858.3548.7866.0449.4951.6133.2463.1915.0052.2345.1818.9639.5734.4951.2951.3854.6148.3510.27
#6 - glass28.700.000.0067.6865.65100.00100.003.464.204.8095.800.094.483.530.334.4930.5822.1144.9636.4972.9360.3557.4524.6074.7810.0334.9461.3617.8249.6243.9161.0261.3355.4667.8313.53
#6 - man-made57.590.000.0035.6436.50100.00100.005.847.078.7692.930.337.835.830.947.8729.6724.8736.8932.1076.0665.2966.0820.9872.5910.1735.4061.7612.2163.2154.9670.9370.9768.8673.146.28
#6 - nature24.660.000.0073.8871.70100.00100.000.000.000.00100.000.030.00-0.520.710.0028.1320.2258.3850.4754.1644.6644.4130.7558.1012.4439.8948.0130.7629.2231.6648.0950.7070.3436.5410.80
#6 - plants0.000.000.00100.00100.00100.00100.001.723.962.4096.041.832.99-3.302.963.0855.6248.6373.2766.2840.7029.5329.7849.9345.1819.3167.2526.1728.1517.4421.1834.9535.3030.6640.6514.24
#6 - rock0.000.000.00100.00100.00100.00100.001.195.491.2394.511.652.01-6.339.232.6051.5641.8263.7053.9653.7036.1744.4540.3755.7216.4957.4238.8122.9428.6627.3943.0043.0241.7144.388.72
#6 - stone44.410.000.0053.0755.39100.00100.002.085.152.0894.850.422.971.323.113.2724.8317.5642.0934.8270.3763.0562.4723.3258.429.5433.2158.8113.9967.1462.4776.9077.6289.0267.6915.89
#6 - textile83.950.000.005.1312.36100.00100.000.490.751.1399.250.140.90-0.580.660.9215.6213.9422.9021.2288.1679.0682.9711.4687.496.4820.7776.667.0577.6569.4982.0082.2588.9676.053.86
#6 - wood83.380.000.0011.006.16100.00100.000.390.461.5799.540.030.710.111.140.8517.7614.6225.3322.2086.9780.7277.8312.4572.086.9724.2771.258.4678.0071.9383.6783.8878.1690.025.49
mean39.070.001.1855.2555.82100.00100.007.128.308.5491.700.508.256.262.188.3335.6530.0246.2740.6468.7657.9358.3127.7366.1212.6340.6654.9615.3552.0346.8961.6361.8962.7461.598.52
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