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 byhadacmar's CoOccurenceFeatures (1)
set \ criterionCSOSUSMENEOCCACOCCIIIEAMSRMCIGCELCEBCEGBCEBGMSCSSCVDLAVINVINMIMARIJCDCFMIWIWIINBDE
#3 - all57.7125.980.0036.2532.1098.7795.221.763.3226.3096.6835.483.39-28.9714.583.6926.0123.2929.0026.2884.5773.8073.4515.4384.517.8035.1155.6117.6360.4258.3273.6873.6873.9473.4115.27
#4 - all71.7220.400.0017.9218.4999.3599.720.410.790.9199.2127.910.82-35.7210.440.8425.9224.3428.0726.4984.5673.9174.3715.4483.128.5132.9960.9912.7867.0360.9175.7075.7176.3775.059.90
#5 - all81.128.490.009.7714.8699.9799.992.253.595.3896.4114.064.21-33.5218.214.3415.4411.4620.6516.6790.6583.0283.959.3588.375.3118.5077.847.1880.7674.7285.5385.5687.6783.499.22
#6 - all0.000.000.00100.00100.0092.4897.135.427.9918.1892.0111.519.87-28.1815.7911.3461.3256.3872.9568.0046.3329.7432.4951.0047.1520.4765.6222.2129.3714.1919.4432.5632.8337.4028.8211.70
#7 - all51.3612.220.0041.1042.6499.2599.740.510.951.3799.0513.321.00-41.6710.961.0737.0835.3041.0739.2974.1061.5862.9025.9066.7613.2139.6455.3310.9960.9250.9867.5367.5569.2365.918.01
#8 - all6.500.000.0091.9991.4399.3499.462.284.374.5895.6312.884.35-35.345.514.4164.3161.3767.5364.6048.2635.4534.1849.0151.8621.7861.8332.2918.8523.0420.5134.0334.0434.5233.558.85
#9 - all31.1615.010.0061.4164.3694.3997.563.625.6627.7294.3410.716.69-37.409.837.6050.8747.8461.4758.4454.8342.2343.7340.7245.5619.9253.9638.4616.2937.0430.1346.3047.0155.9539.499.84
#10 - all0.000.000.00100.00100.0095.5996.934.267.359.7392.658.997.90-34.306.268.2067.6063.9971.9068.2846.7532.9732.0452.4745.2024.6864.2031.0715.2424.5419.8633.1433.1433.0433.237.68
#11 - all12.970.000.0084.6684.4298.8898.583.958.2213.2791.786.236.49-25.957.906.9951.9450.0462.3660.4752.1442.1340.4742.3145.2220.3052.8142.0712.9542.3333.0349.6649.9744.6955.885.59
#12 - all0.000.000.00100.00100.0097.4698.385.739.7611.7890.248.9710.18-32.195.7310.4672.0868.1080.4276.4438.5323.2025.9459.4837.1627.2766.3225.9017.6514.1213.6624.0424.1126.0422.327.92
#6 - bark0.000.000.00100.00100.0093.7998.906.9111.3613.8988.6411.3911.92-26.6914.2612.2647.3544.4061.8058.8555.2638.5944.6840.6748.2216.7953.8138.5019.6537.9733.3350.0050.3356.5044.838.45
#6 - flowers0.000.000.00100.00100.0078.6789.268.8815.5817.3684.4212.0415.63-18.8412.5516.0472.4769.5977.9675.0738.7323.5424.7659.9538.1024.4578.4010.6528.838.2715.0126.1126.1527.7324.6710.34
#6 - glass26.0414.460.0067.6868.4699.2599.692.172.929.0497.0815.314.09-37.3313.004.9447.2544.0651.9648.7763.8748.1749.4336.0864.1414.3946.1446.3220.6636.7033.0649.6949.6949.7849.6112.54
#6 - man-made28.820.000.0064.5966.5097.2298.571.853.274.1196.7319.783.62-35.396.393.6545.6940.7153.1648.1867.8952.2653.2231.8967.6615.8050.6542.6418.4040.6535.1251.9852.0955.4848.9010.56
#6 - nature51.676.230.0034.1645.4397.8597.501.842.768.7497.2412.743.54-21.9620.474.4331.7227.5547.0942.9270.0856.3962.0225.1558.9212.1739.0245.4820.8953.9252.9169.2069.9981.3860.1912.17
#6 - plants0.000.000.00100.00100.0087.7589.308.8713.7519.8386.2513.4215.81-18.307.0916.2972.8369.7576.9373.8538.6824.2724.6959.7139.6224.3077.8913.5726.619.9715.0626.1826.1927.0525.3711.13
#6 - rock0.000.000.00100.00100.0082.2487.489.5416.1918.3983.8115.5516.81-16.355.8217.0560.9557.4666.7263.2351.3934.3135.2148.6150.7918.3558.8434.0823.1323.0922.8537.2137.2739.5435.138.39
#6 - stone69.710.000.0019.4123.4998.6599.182.202.9113.6197.099.914.19-41.6326.245.7825.9822.7931.2528.0782.5972.0273.2517.4170.179.0929.1457.6112.9770.6767.1180.3280.3984.0076.9413.86
#6 - textile23.130.000.0072.5875.1599.5399.582.033.734.4196.2718.683.86-36.1410.143.9636.9732.0143.1538.1976.1361.8462.5223.8778.1011.7637.6956.1216.4049.6442.7959.9359.9661.9158.0812.12
#6 - wood77.2632.610.0011.0010.7997.7499.634.295.3723.4694.6311.057.94-31.1917.9510.6928.4524.9832.5129.0480.8070.4870.3618.4268.059.7831.3460.9411.8467.8160.8175.6375.6374.9776.2912.56
mean29.466.770.0065.6366.9195.4197.093.946.4912.6093.5114.507.11-30.8511.967.7047.1143.7753.9050.5662.3148.9950.1836.1458.9316.3149.6942.3817.9241.1537.9852.4252.5654.8650.5610.31
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