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 byborkojos's coocurrence&naive bayes ()
set \ criterionCSOSUSMENEOCCACOCCIIIEAMSRMCIGCELCEBCEGBCEBGMSCSSCVDLAVINVINMIMARIJCDCFMIWIWIINBDE
#3 - all0.000.000.00100.00100.00100.00100.000.000.000.00100.000.000.000.000.000.0047.1644.9662.5960.3948.3938.0836.2044.4953.4514.2180.7010.8043.2010.2728.6844.5845.0139.1951.6920.54
#4 - all0.000.000.00100.00100.00100.00100.000.000.000.00100.000.000.000.000.000.0053.6246.4065.1557.9353.8939.6835.5044.9454.1215.9571.7924.3834.0716.2824.9439.9240.0037.5142.6713.10
#5 - all22.740.000.0074.8870.31100.00100.000.000.000.00100.000.000.000.000.000.0037.0327.5652.3142.8464.0650.3751.0729.5058.3611.2343.5153.2219.5546.9242.6559.8059.8662.6857.1711.01
#6 - all0.000.000.00100.00100.00100.00100.000.000.000.00100.000.000.000.000.000.0050.8742.0872.6463.8643.2931.9030.2144.8539.2117.0759.4423.8538.9810.5522.7637.0837.8930.7446.7012.60
#7 - all22.6622.690.0076.9074.91100.00100.000.000.000.00100.000.000.000.000.000.0050.6647.7958.0755.2052.9144.1440.6044.2344.1017.1955.1140.0217.0441.6335.1251.9952.0050.8153.228.90
#8 - all6.450.000.0091.9991.83100.00100.000.000.000.00100.000.000.000.000.000.0068.1364.1174.9770.9538.6628.0725.9056.8840.0023.2669.7925.4122.6314.4516.1327.7827.8625.8430.049.38
#9 - all0.000.000.00100.00100.00100.00100.000.000.000.00100.000.000.000.000.000.0071.0762.7979.4471.1632.5421.8322.8057.7930.4624.2368.7819.5227.1110.6815.8127.3027.3326.0928.6310.44
#10 - all0.000.000.00100.00100.00100.00100.000.000.000.00100.000.000.000.000.000.0057.6756.7079.5878.6133.0225.8022.3455.6134.2622.8161.8125.6825.3614.3015.9027.4429.2920.3342.216.63
#11 - all0.000.000.00100.00100.00100.00100.000.000.000.00100.000.000.000.000.000.0055.4452.0773.8070.4339.9931.9727.7850.2133.9621.8456.8233.6018.9327.2223.1437.5938.7830.1749.855.86
#12 - all0.000.000.00100.00100.00100.00100.000.000.000.00100.000.010.00-0.121.060.0067.6662.5078.7773.6133.8924.9523.8157.6826.2224.9862.7023.6322.5513.6415.2326.4326.8922.3332.378.26
#6 - bark22.290.000.0071.6472.01100.00100.000.000.000.00100.000.000.000.000.000.0046.1937.4455.8947.1560.6546.9846.4532.9351.0413.7447.8346.4520.0741.8237.6554.7054.7154.1255.308.89
#6 - flowers0.000.000.00100.00100.00100.00100.000.000.000.00100.000.000.000.000.000.0058.2356.4977.8376.1030.6122.0921.1256.2332.5820.8872.719.0439.215.1617.5529.8630.9323.6740.4111.99
#6 - glass0.000.000.00100.00100.00100.00100.000.000.000.00100.000.000.000.000.000.0059.6852.1768.8861.3746.3132.4130.4649.9844.9217.7061.6333.1526.9920.7723.4237.9638.0136.0040.1413.20
#6 - man-made0.000.000.00100.00100.00100.00100.000.000.000.00100.000.000.000.000.000.0057.6054.3875.5072.2837.8426.4625.7054.1339.4620.2070.3516.4934.249.0018.2130.8231.3126.1937.4310.37
#6 - nature16.1448.570.0023.0125.46100.00100.000.000.000.00100.000.000.000.000.000.0034.2128.1665.9859.9350.5436.5540.7036.4946.9714.5750.7340.7832.2024.7927.2642.8546.4169.6030.9514.91
#6 - plants0.000.000.00100.00100.00100.00100.000.000.000.00100.000.000.000.000.000.0062.0260.8076.3075.0832.5423.9823.8956.4236.1421.5875.1212.7932.1610.2217.7330.1230.6925.2937.2611.99
#6 - rock0.000.000.00100.00100.00100.00100.000.000.000.00100.000.000.000.000.000.0061.1458.1666.6563.6747.5832.5533.7449.1647.4018.9165.8431.8223.4122.7422.7637.0837.1238.9635.378.24
#6 - stone40.440.000.0053.0758.57100.00100.000.000.000.00100.000.000.000.000.000.0031.8526.9149.5644.6165.2452.7257.9727.1246.0012.3643.0545.5118.6356.2352.9769.2569.9080.0861.0013.07
#6 - textile31.940.000.0061.1762.98100.00100.000.000.000.00100.000.000.000.000.000.0040.6634.5653.1847.0962.7750.7951.0231.2563.7813.4546.8248.1220.2142.1738.0755.1555.2651.8858.8512.12
#6 - wood8.660.000.0089.3791.17100.00100.000.000.000.00100.000.000.000.000.000.0034.2628.9651.2245.9266.3858.3950.8927.2754.6912.8044.5545.8522.7444.7242.9560.0960.8352.0371.139.40
mean8.573.560.0087.1087.36100.00100.000.000.000.00100.000.000.00-0.010.050.0052.2647.2566.9161.9147.0535.9934.9145.3643.8617.9560.4530.5026.9624.1826.9541.3942.0040.1845.1211.05
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