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 byveselj38's Histogram ratio features (1.10)
Note: TrainImageDivisionRatio=8, SegmentedPartSize=32
set \ criterionCSOSUSMENEOCCACOCCIIIEAMSRMCIGCELCEBCEGBCEBGMSCSSCVDLAVINVINMIMARIJCDCFMIWIWIINBDE
#3 - all94.990.000.000.000.0099.5599.510.821.531.6998.4734.361.61-29.692.841.619.497.6111.459.5794.9990.4390.505.0194.933.5620.2379.716.4085.6382.5790.4590.4590.6790.244.55
#4 - all27.410.000.0065.1968.6366.0270.5836.0544.3045.0455.709.1144.5131.076.4144.5942.3037.2750.7945.7558.2549.4350.7133.0263.3212.1354.6043.4523.2841.1739.9957.1457.1555.8658.4716.05
#5 - all24.6536.580.0037.0132.6071.4875.9525.1333.7828.4166.227.1630.5411.105.3330.8127.7318.6745.8236.7765.2159.1156.1724.3265.408.8334.2263.9615.7156.3649.8566.5366.7772.5861.4210.48
#6 - all0.0034.3611.7249.0748.20100.00100.000.030.070.0599.9317.710.06-38.8013.050.0634.0828.2853.4047.6060.9350.1450.5629.7862.7611.4739.9457.1318.1145.9639.8957.0357.8568.4648.8711.09
#7 - all36.200.000.0060.8960.75100.00100.000.070.130.1599.8715.990.13-48.567.120.1433.9026.3143.9836.3965.9757.5758.2626.9263.5310.0432.1965.9111.4359.2149.3466.0866.1168.0464.2312.52
#8 - all13.760.000.0082.0384.87100.00100.0014.7521.9221.8678.088.6020.63-9.825.7121.2545.3138.1353.6746.5059.5446.3347.7934.3058.4512.2936.8761.0613.3746.0736.8853.8853.8853.8753.9014.18
#9 - all0.0015.310.0082.6284.41100.00100.007.8211.4617.9788.549.1713.32-26.058.1814.0038.7231.6960.5053.4752.3742.5745.6635.9850.8213.2637.6459.0314.8442.3233.9850.7251.5861.9342.9512.91
#10 - all25.670.000.0068.9270.1799.9899.991.031.961.9298.0410.001.94-41.133.751.9443.4138.4051.5846.5761.7049.4949.6034.3964.0013.2135.8063.5610.3346.5235.4152.3052.3654.9849.879.61
#11 - all8.240.000.0089.7789.15100.00100.003.154.768.0095.248.975.81-39.384.746.0944.9236.3358.1249.5356.4143.5944.1736.9357.9013.1634.2364.7710.5743.4932.7549.3449.5654.5745.0211.90
#12 - all7.730.000.0089.9290.90100.00100.001.552.644.6597.368.822.91-42.135.933.2643.2737.0560.7154.5053.8239.3546.0137.0752.8113.9735.0762.7411.1342.1331.7348.1848.8557.7141.3512.20
#6 - bark0.000.000.00100.00100.0099.8499.800.862.411.5097.5915.751.66-37.296.721.7941.2629.3859.9548.0759.5843.6446.7534.4856.9212.5543.6853.4620.1137.5733.3750.0450.2454.9045.9716.88
#6 - flowers0.0029.110.0070.7565.3989.7394.045.8611.768.8188.2416.089.79-29.277.4310.0341.1534.5355.7949.1757.7446.5646.6035.1056.6012.5043.5254.2717.6143.9837.8054.8654.9658.3051.8212.44
#6 - glass0.0027.100.0069.8372.51100.00100.000.140.220.3899.7813.950.28-32.2810.640.2934.8117.3057.7240.2059.3048.5549.2629.3659.3610.8137.6359.7418.5843.6538.2955.3755.3854.7356.0310.44
#6 - man-made51.470.000.0037.6145.8196.5490.6426.3330.8934.6469.117.6831.669.1510.0732.1930.1622.9938.9231.7578.6765.6767.1521.3376.239.3232.4465.6711.8362.8954.1670.2670.2972.0268.598.41
#6 - nature14.8947.820.0023.0129.0297.3890.3315.8821.0927.4278.9121.7821.70-9.2619.0222.8634.9525.0966.9357.0847.0437.4839.4836.2550.1214.1949.3942.1932.9423.1926.4641.8445.1867.1930.3820.07
#6 - plants17.220.0021.4157.1354.13100.00100.000.340.740.6299.2617.600.67-36.997.700.6836.3626.8451.4041.8963.9651.8051.8131.0264.9710.8037.6260.2916.0448.3141.0658.2258.2556.4860.0714.70
#6 - rock29.030.000.0065.2766.1793.6593.8717.8321.2124.0578.7914.4122.50-7.964.8822.5738.1530.4250.4542.7264.1452.9854.5429.6365.2911.1338.7560.1815.8546.8939.4056.5256.6660.7952.8213.44
#6 - stone0.0041.170.0053.0758.8195.3692.2125.2529.2049.0170.808.3833.224.4918.4735.7725.9916.9758.6849.6653.0242.0647.1530.7346.2810.5436.6955.6023.7741.7139.5356.6658.5975.9845.1819.46
#6 - textile0.0029.0921.6846.5939.6799.9299.9313.0215.5424.9684.4616.1019.01-18.235.7119.6232.6719.2351.6938.2659.0152.4952.4925.8661.979.8834.4063.3916.1349.5442.4359.5859.6863.2656.3114.23
#6 - wood18.170.0016.1161.4660.2999.7699.3315.2820.8321.9479.1718.5320.61-16.3612.4320.9932.3322.6446.1436.4568.4756.7660.0723.7664.589.9534.6561.9614.9456.4549.1465.9066.2373.1459.9713.00
mean18.4713.033.5560.5161.0795.4695.3110.5613.8216.1586.1814.0114.13-20.378.3114.5335.5527.2651.3943.0962.0151.3052.7429.7661.8111.1837.4859.9016.1548.1541.7058.0558.5063.7754.1712.93
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