Benchmark - Colour [normal] CL | result by | jirkujak's LBP (3,1) |
Note: 0.25 scaling, window size 23. no postprocessing
set \ criterion | CS | OS | US | ME | NE | O | C | CA | CO | CC | I | II | EA | MS | RM | CI | GCE | LCE | BCE | GBCE | BGM | SC | SSC | VD | L | AVI | NVI | NMI | M | ARI | JC | DC | FMI | WI | WII | NBDE |
#3 - all | 0.00 | 0.00 | 0.00 | 100.00 | 100.00 | 94.91 | 95.71 | 12.82 | 24.91 | 16.24 | 75.09 | 40.88 | 19.63 | -12.63 | 20.02 | 20.10 | 22.94 | 21.06 | 48.96 | 47.08 | 63.12 | 59.69 | 51.01 | 26.29 | 67.34 | 9.07 | 51.51 | 39.73 | 31.99 | 35.73 | 44.33 | 61.43 | 62.56 | 51.65 | 75.77 | 24.76 |
#4 - all | 22.02 | 0.00 | 0.00 | 77.59 | 71.45 | 16.01 | 13.12 | 53.02 | 71.36 | 80.74 | 28.64 | 13.55 | 65.01 | 57.05 | 15.74 | 69.39 | 21.71 | 15.96 | 46.48 | 40.73 | 71.36 | 64.55 | 57.18 | 21.27 | 71.55 | 8.82 | 39.69 | 54.66 | 24.39 | 46.72 | 46.93 | 63.88 | 65.40 | 52.62 | 81.29 | 15.35 |
#5 - all | 30.11 | 0.00 | 57.90 | 0.00 | 4.28 | 87.98 | 48.97 | 36.87 | 49.17 | 61.15 | 50.83 | 9.85 | 45.03 | 23.75 | 24.79 | 49.32 | 19.91 | 11.61 | 60.46 | 52.16 | 52.66 | 45.14 | 45.13 | 28.43 | 45.73 | 11.09 | 43.00 | 40.92 | 39.41 | 22.83 | 32.64 | 49.22 | 52.43 | 36.60 | 75.11 | 19.45 |
#6 - all | 23.62 | 0.00 | 0.00 | 72.07 | 69.30 | 49.81 | 23.05 | 41.03 | 54.48 | 71.05 | 45.52 | 7.74 | 52.96 | 31.72 | 16.50 | 55.39 | 35.18 | 26.48 | 60.41 | 51.71 | 55.05 | 42.47 | 45.45 | 34.45 | 51.26 | 13.59 | 47.33 | 38.09 | 31.27 | 25.93 | 30.93 | 47.24 | 47.94 | 40.37 | 56.93 | 11.75 |
#7 - all | 0.00 | 0.00 | 30.78 | 66.25 | 61.06 | 84.50 | 59.16 | 13.61 | 28.84 | 42.82 | 71.16 | 9.44 | 21.27 | -6.74 | 15.05 | 24.06 | 39.63 | 33.02 | 65.27 | 58.66 | 54.29 | 41.89 | 38.39 | 37.17 | 46.96 | 14.82 | 47.52 | 43.36 | 24.88 | 28.85 | 28.10 | 43.87 | 44.94 | 36.03 | 56.07 | 13.92 |
#8 - all | 0.00 | 0.00 | 0.00 | 100.00 | 100.00 | 95.98 | 72.19 | 10.21 | 28.79 | 27.72 | 71.21 | 9.46 | 16.25 | -6.82 | 16.36 | 20.92 | 40.53 | 33.92 | 75.81 | 69.21 | 34.64 | 28.87 | 24.68 | 45.25 | 38.46 | 16.96 | 50.88 | 36.47 | 31.81 | 17.52 | 20.67 | 34.26 | 37.41 | 24.45 | 57.22 | 14.76 |
#9 - all | 24.55 | 0.00 | 0.00 | 71.85 | 69.24 | 67.38 | 45.41 | 40.20 | 59.00 | 48.72 | 41.00 | 7.76 | 50.71 | 38.50 | 6.46 | 52.20 | 37.63 | 35.74 | 56.99 | 55.09 | 60.54 | 54.06 | 44.52 | 34.08 | 45.58 | 15.27 | 43.35 | 44.45 | 19.17 | 44.86 | 39.44 | 56.57 | 57.67 | 47.36 | 70.22 | 9.16 |
#10 - all | 0.00 | 0.00 | 0.00 | 100.00 | 100.00 | 75.77 | 43.87 | 18.73 | 33.39 | 46.42 | 66.61 | 7.59 | 29.46 | 0.08 | 13.15 | 33.08 | 50.36 | 45.29 | 77.93 | 72.86 | 36.30 | 26.19 | 25.59 | 51.45 | 39.47 | 20.23 | 54.80 | 34.65 | 29.01 | 13.33 | 15.89 | 27.43 | 30.40 | 19.16 | 48.25 | 10.12 |
#11 - all | 14.05 | 0.00 | 0.00 | 84.66 | 84.07 | 99.05 | 52.10 | 30.35 | 41.59 | 44.80 | 58.41 | 5.64 | 38.51 | 12.38 | 15.05 | 40.33 | 32.71 | 27.20 | 69.31 | 63.80 | 43.46 | 33.72 | 35.04 | 39.91 | 38.86 | 17.12 | 44.54 | 42.37 | 33.79 | 15.54 | 17.86 | 30.30 | 35.69 | 19.83 | 64.24 | 9.70 |
#12 - all | 0.00 | 0.00 | 0.00 | 100.00 | 100.00 | 98.12 | 72.88 | 8.87 | 18.31 | 24.54 | 81.69 | 4.91 | 14.19 | -22.54 | 13.75 | 15.85 | 52.01 | 48.51 | 80.83 | 77.32 | 33.33 | 25.69 | 20.52 | 52.04 | 27.35 | 21.87 | 54.90 | 27.01 | 29.96 | 10.81 | 15.11 | 26.26 | 28.44 | 18.97 | 42.63 | 10.50 |
#6 - bark | 23.34 | 0.00 | 0.00 | 70.45 | 69.57 | 78.15 | 48.29 | 23.05 | 35.55 | 64.53 | 64.45 | 7.68 | 30.22 | 3.33 | 23.85 | 34.68 | 35.29 | 32.58 | 64.84 | 62.13 | 46.83 | 38.45 | 36.03 | 37.47 | 41.06 | 15.24 | 53.06 | 29.28 | 36.00 | 20.07 | 27.33 | 42.93 | 45.08 | 32.89 | 61.80 | 11.61 |
#6 - flowers | 0.00 | 0.00 | 0.00 | 100.00 | 100.00 | 62.68 | 42.69 | 17.13 | 33.21 | 68.97 | 66.80 | 9.31 | 28.57 | -0.19 | 19.66 | 37.37 | 60.39 | 52.84 | 77.79 | 70.24 | 34.66 | 24.40 | 22.22 | 55.65 | 35.28 | 20.45 | 71.20 | 16.37 | 35.20 | 6.84 | 17.22 | 29.37 | 29.82 | 25.08 | 35.44 | 10.03 |
#6 - glass | 0.00 | 0.00 | 0.00 | 100.00 | 100.00 | 90.02 | 48.65 | 20.19 | 32.72 | 34.88 | 67.28 | 9.33 | 26.94 | -0.91 | 20.87 | 28.15 | 34.28 | 33.09 | 68.86 | 67.68 | 44.62 | 39.38 | 32.23 | 39.73 | 37.66 | 15.83 | 55.10 | 24.30 | 38.67 | 17.67 | 25.70 | 40.89 | 44.03 | 29.82 | 65.03 | 12.52 |
#6 - man-made | 8.74 | 0.00 | 0.00 | 90.00 | 89.21 | 47.55 | 27.10 | 42.76 | 59.32 | 72.52 | 40.68 | 9.18 | 56.90 | 38.98 | 10.74 | 59.71 | 43.18 | 34.79 | 59.20 | 50.81 | 59.32 | 48.66 | 43.74 | 34.87 | 54.87 | 14.41 | 50.16 | 43.21 | 23.67 | 33.92 | 32.48 | 49.03 | 49.41 | 43.67 | 55.90 | 10.95 |
#6 - nature | 0.00 | 0.00 | 0.00 | 100.00 | 100.00 | 82.38 | 70.78 | 17.00 | 29.98 | 69.50 | 70.02 | 9.12 | 28.00 | -5.03 | 27.29 | 37.00 | 48.19 | 27.47 | 70.15 | 49.43 | 48.25 | 34.71 | 35.42 | 39.88 | 37.75 | 15.07 | 52.48 | 22.57 | 44.77 | 5.67 | 26.74 | 42.19 | 42.20 | 42.50 | 41.90 | 15.71 |
#6 - plants | 10.21 | 0.00 | 0.00 | 86.71 | 87.54 | 71.12 | 60.04 | 19.00 | 34.07 | 30.12 | 65.93 | 10.94 | 27.90 | 1.10 | 15.93 | 29.82 | 46.56 | 42.50 | 66.69 | 62.63 | 46.53 | 36.10 | 34.80 | 44.09 | 47.61 | 16.56 | 57.66 | 32.67 | 31.90 | 18.38 | 23.25 | 37.72 | 39.22 | 29.62 | 51.93 | 15.30 |
#6 - rock | 19.16 | 0.00 | 0.00 | 79.19 | 78.19 | 66.68 | 36.58 | 34.36 | 46.25 | 70.53 | 53.75 | 7.36 | 45.51 | 19.38 | 17.76 | 50.11 | 43.64 | 33.96 | 65.52 | 55.85 | 47.08 | 37.00 | 37.96 | 40.25 | 44.65 | 15.61 | 54.35 | 37.42 | 29.34 | 22.77 | 25.87 | 41.10 | 42.11 | 33.77 | 52.50 | 7.76 |
#6 - stone | 0.00 | 0.00 | 0.00 | 100.00 | 100.00 | 67.27 | 79.72 | 14.46 | 20.98 | 69.42 | 79.02 | 4.72 | 24.50 | -18.53 | 26.53 | 33.01 | 53.58 | 44.86 | 72.04 | 63.33 | 37.27 | 25.45 | 28.28 | 46.11 | 36.28 | 17.59 | 61.23 | 21.82 | 38.71 | 10.33 | 23.52 | 38.08 | 38.27 | 42.33 | 34.60 | 17.55 |
#6 - textile | 67.46 | 0.00 | 18.73 | 5.13 | 0.92 | 9.53 | 16.71 | 62.41 | 75.59 | 79.62 | 24.41 | 5.20 | 70.50 | 63.39 | 7.80 | 72.96 | 17.94 | 16.61 | 32.43 | 31.09 | 78.98 | 73.73 | 69.15 | 15.06 | 67.51 | 8.19 | 28.53 | 66.73 | 11.44 | 68.29 | 60.86 | 75.67 | 76.06 | 68.67 | 84.24 | 6.49 |
#6 - wood | 0.00 | 0.00 | 85.99 | 7.05 | 0.00 | 100.00 | 70.26 | 10.14 | 30.00 | 10.18 | 70.00 | 12.56 | 15.02 | -4.99 | 20.02 | 17.33 | 15.21 | 15.21 | 59.06 | 59.06 | 52.94 | 50.14 | 41.88 | 28.02 | 41.83 | 11.27 | 39.23 | 41.15 | 33.38 | 33.27 | 37.89 | 54.96 | 58.68 | 40.71 | 84.59 | 11.69 |
mean | 12.16 | 0.00 | 9.67 | 75.55 | 74.24 | 72.24 | 51.36 | 26.31 | 40.38 | 51.72 | 59.62 | 10.11 | 35.36 | 10.56 | 17.37 | 39.04 | 37.54 | 31.64 | 63.95 | 58.04 | 50.06 | 41.51 | 38.46 | 37.57 | 45.85 | 14.95 | 50.03 | 36.86 | 30.94 | 24.97 | 29.64 | 44.62 | 46.39 | 36.80 | 59.78 | 12.95 |
criterion | Graph |
correct | |
over | |
under | |
missed | |
noise | |
F-measure |
image | Texture mosaic (undegraded) | Ground truth | Segmentation |
#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 |