Benchmark - Colour [normal] CL | result by | hadacmar's CoOccurenceFeatures (1) |
Note: va
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 | 94.22 | 0.00 | 0.00 | 0.00 | 0.00 | 5.69 | 3.19 | 89.14 | 94.22 | 94.42 | 5.78 | 3.11 | 94.25 | 91.33 | 1.98 | 94.28 | 10.85 | 8.46 | 13.29 | 10.90 | 94.22 | 89.05 | 89.14 | 5.78 | 94.33 | 3.86 | 21.90 | 77.97 | 7.58 | 83.06 | 79.82 | 88.78 | 88.78 | 88.40 | 89.16 | 9.64 |
#4 - all | 78.74 | 0.00 | 0.00 | 17.92 | 14.07 | 4.86 | 7.43 | 85.38 | 92.15 | 92.33 | 7.85 | 2.85 | 91.97 | 88.22 | 2.25 | 92.10 | 13.91 | 11.15 | 17.43 | 14.67 | 92.15 | 85.96 | 85.38 | 7.85 | 91.15 | 5.03 | 22.63 | 76.72 | 7.17 | 81.78 | 76.50 | 86.69 | 86.70 | 85.45 | 87.96 | 6.98 |
#5 - all | 85.38 | 0.00 | 0.00 | 9.77 | 13.10 | 2.96 | 1.32 | 91.16 | 95.08 | 95.95 | 4.92 | 0.87 | 95.24 | 92.62 | 1.84 | 95.38 | 8.60 | 5.63 | 12.18 | 9.21 | 95.08 | 90.64 | 91.16 | 4.92 | 93.35 | 3.29 | 12.75 | 86.22 | 3.52 | 90.65 | 86.91 | 93.00 | 93.01 | 94.22 | 91.80 | 2.35 |
#6 - all | 3.64 | 0.00 | 0.00 | 95.76 | 95.57 | 34.04 | 37.30 | 43.15 | 56.98 | 63.66 | 43.02 | 10.05 | 58.01 | 35.47 | 7.31 | 59.14 | 47.81 | 38.27 | 61.64 | 52.10 | 56.98 | 42.95 | 45.78 | 36.08 | 63.11 | 15.41 | 53.66 | 40.56 | 24.83 | 28.99 | 28.89 | 44.83 | 45.02 | 49.41 | 41.03 | 14.82 |
#7 - all | 71.62 | 0.00 | 0.00 | 22.13 | 22.31 | 16.07 | 14.50 | 79.22 | 87.67 | 87.82 | 12.33 | 2.09 | 87.68 | 81.50 | 0.81 | 87.71 | 21.19 | 19.26 | 23.23 | 21.30 | 87.67 | 79.19 | 79.22 | 12.33 | 83.48 | 7.35 | 23.56 | 74.88 | 6.10 | 78.78 | 70.17 | 82.47 | 82.47 | 82.20 | 82.75 | 5.16 |
#8 - all | 29.54 | 0.00 | 0.00 | 67.35 | 65.07 | 25.88 | 27.57 | 50.35 | 65.62 | 67.19 | 34.38 | 6.07 | 63.34 | 48.43 | 6.04 | 64.82 | 34.65 | 29.29 | 46.83 | 41.47 | 65.77 | 58.02 | 56.82 | 26.93 | 70.99 | 11.49 | 34.48 | 63.28 | 12.18 | 54.10 | 44.16 | 61.27 | 61.45 | 56.83 | 66.46 | 8.15 |
#9 - all | 36.19 | 0.00 | 0.00 | 61.41 | 62.11 | 23.77 | 53.59 | 47.91 | 58.01 | 52.42 | 41.99 | 2.42 | 54.34 | 37.02 | 10.62 | 54.77 | 32.23 | 25.43 | 43.97 | 37.17 | 70.64 | 60.75 | 61.81 | 24.26 | 63.00 | 11.56 | 32.82 | 63.27 | 11.13 | 58.56 | 48.22 | 65.07 | 65.51 | 73.61 | 58.30 | 10.90 |
#10 - all | 24.83 | 0.00 | 0.00 | 71.38 | 73.13 | 27.85 | 30.70 | 52.24 | 67.34 | 62.43 | 32.66 | 3.94 | 64.07 | 51.01 | 4.01 | 64.48 | 40.06 | 37.79 | 48.36 | 46.08 | 67.39 | 57.53 | 54.54 | 30.29 | 66.61 | 14.32 | 38.80 | 58.83 | 10.30 | 52.18 | 40.85 | 58.01 | 58.17 | 54.03 | 62.63 | 8.36 |
#11 - all | 33.90 | 0.00 | 16.72 | 44.81 | 39.90 | 39.77 | 25.79 | 44.57 | 61.05 | 61.27 | 38.95 | 4.45 | 54.24 | 41.58 | 6.93 | 56.99 | 29.02 | 26.19 | 52.07 | 49.25 | 61.49 | 55.43 | 50.36 | 29.08 | 52.95 | 13.01 | 33.84 | 60.69 | 12.04 | 53.20 | 42.67 | 59.82 | 61.57 | 48.36 | 78.40 | 5.90 |
#12 - all | 0.00 | 0.00 | 0.00 | 100.00 | 100.00 | 38.31 | 43.51 | 44.85 | 59.67 | 64.47 | 40.33 | 4.01 | 60.15 | 39.51 | 4.07 | 61.09 | 49.23 | 39.92 | 60.03 | 50.72 | 59.67 | 45.10 | 46.12 | 35.65 | 56.17 | 16.04 | 40.28 | 55.50 | 12.49 | 41.28 | 31.91 | 48.38 | 48.41 | 50.08 | 46.80 | 10.17 |
#6 - bark | 52.47 | 0.00 | 0.00 | 42.09 | 44.45 | 33.59 | 19.89 | 67.09 | 75.82 | 79.64 | 24.18 | 4.13 | 77.20 | 63.73 | 3.22 | 77.46 | 30.09 | 27.15 | 35.97 | 33.04 | 75.82 | 65.15 | 67.37 | 23.29 | 70.11 | 9.50 | 33.09 | 63.73 | 10.71 | 68.52 | 60.47 | 75.37 | 75.37 | 75.93 | 74.82 | 7.48 |
#6 - flowers | 0.00 | 0.00 | 0.00 | 100.00 | 100.00 | 51.62 | 34.88 | 40.79 | 58.43 | 67.70 | 41.57 | 12.12 | 54.89 | 37.65 | 10.62 | 58.48 | 41.99 | 35.36 | 62.68 | 56.06 | 58.43 | 46.52 | 40.97 | 34.86 | 47.13 | 15.59 | 54.27 | 35.75 | 27.09 | 31.40 | 32.14 | 48.64 | 49.83 | 39.97 | 62.13 | 15.44 |
#6 - glass | 17.59 | 0.00 | 0.00 | 82.13 | 80.83 | 39.01 | 30.17 | 58.78 | 72.33 | 74.40 | 27.67 | 5.52 | 72.11 | 58.49 | 5.03 | 72.73 | 35.00 | 27.58 | 44.20 | 36.78 | 72.33 | 59.61 | 58.78 | 25.48 | 66.00 | 10.07 | 35.06 | 62.74 | 14.47 | 55.08 | 47.22 | 64.15 | 64.16 | 65.39 | 62.95 | 13.66 |
#6 - man-made | 79.08 | 0.00 | 0.00 | 8.03 | 11.94 | 10.09 | 11.56 | 76.77 | 86.40 | 87.50 | 13.60 | 3.11 | 86.62 | 79.60 | 1.96 | 86.79 | 23.05 | 20.34 | 26.84 | 24.14 | 86.40 | 76.15 | 76.77 | 13.60 | 85.68 | 8.27 | 28.79 | 69.56 | 9.48 | 70.40 | 61.71 | 76.32 | 76.33 | 77.73 | 74.96 | 7.93 |
#6 - nature | 58.81 | 54.87 | 0.00 | 34.16 | 36.45 | 31.24 | 43.69 | 66.34 | 74.39 | 81.30 | 25.61 | 4.90 | 75.53 | 61.58 | 6.48 | 76.63 | 26.48 | 20.99 | 35.52 | 30.02 | 74.39 | 65.72 | 68.71 | 19.04 | 60.39 | 9.34 | 32.50 | 55.47 | 13.71 | 70.72 | 68.94 | 81.61 | 81.70 | 85.57 | 78.00 | 11.86 |
#6 - plants | 0.00 | 0.00 | 0.00 | 100.00 | 100.00 | 42.42 | 34.07 | 39.94 | 55.82 | 55.15 | 44.18 | 10.41 | 54.32 | 33.74 | 5.70 | 54.89 | 51.84 | 46.96 | 59.74 | 54.85 | 58.06 | 43.46 | 43.76 | 38.53 | 59.13 | 16.37 | 57.01 | 40.15 | 21.36 | 32.81 | 29.93 | 46.07 | 46.15 | 43.45 | 49.03 | 14.06 |
#6 - rock | 16.63 | 0.00 | 0.00 | 81.58 | 78.99 | 24.88 | 23.42 | 64.58 | 78.58 | 80.10 | 21.42 | 5.21 | 78.36 | 67.86 | 3.55 | 78.85 | 34.63 | 29.22 | 40.90 | 35.49 | 78.58 | 65.16 | 64.58 | 21.42 | 77.28 | 11.24 | 39.12 | 58.55 | 14.09 | 55.73 | 47.62 | 64.52 | 64.53 | 63.39 | 65.69 | 8.30 |
#6 - stone | 80.89 | 0.00 | 0.00 | 14.88 | 13.65 | 25.22 | 21.01 | 81.76 | 88.64 | 88.88 | 11.36 | 3.21 | 88.48 | 82.96 | 1.47 | 88.62 | 17.09 | 13.77 | 21.12 | 17.80 | 88.64 | 82.17 | 81.76 | 11.36 | 73.46 | 5.83 | 20.30 | 71.72 | 7.74 | 82.85 | 79.79 | 88.76 | 88.76 | 88.68 | 88.83 | 11.58 |
#6 - textile | 88.32 | 0.00 | 0.00 | 5.13 | 6.57 | 8.99 | 8.98 | 86.98 | 92.75 | 93.49 | 7.25 | 1.24 | 92.88 | 89.12 | 1.85 | 93.00 | 12.83 | 9.30 | 16.96 | 13.43 | 92.75 | 86.56 | 86.98 | 7.25 | 90.28 | 4.69 | 16.32 | 82.44 | 4.90 | 85.06 | 78.81 | 88.15 | 88.17 | 90.11 | 86.26 | 4.41 |
#6 - wood | 60.55 | 32.62 | 0.00 | 31.86 | 32.97 | 15.97 | 22.79 | 73.83 | 84.71 | 83.03 | 15.29 | 3.94 | 83.14 | 77.07 | 4.02 | 83.50 | 21.27 | 15.70 | 31.26 | 25.69 | 84.71 | 76.35 | 74.15 | 14.09 | 71.92 | 7.64 | 26.59 | 68.46 | 10.80 | 71.18 | 64.43 | 78.37 | 78.42 | 75.65 | 81.29 | 7.82 |
mean | 45.62 | 4.37 | 0.84 | 49.52 | 49.56 | 25.11 | 24.77 | 64.24 | 75.28 | 76.66 | 24.72 | 4.68 | 74.34 | 62.92 | 4.49 | 75.09 | 29.09 | 24.39 | 37.71 | 33.01 | 76.06 | 66.57 | 66.21 | 21.11 | 71.83 | 9.99 | 32.89 | 63.32 | 12.08 | 62.32 | 56.06 | 70.01 | 70.23 | 69.42 | 71.46 | 9.25 |
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 |