The Prague Texture Segmentation Datagenerator and Benchmark - Algorithms
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The concise description of algorithms contains hyperlinks to further information (author, algorithms details, BIB entry, WWW external page).
The algorithm features are: f1 = classification (supervised segmentation), f2 = hiearchy result (manual selection), f3 = known number of regions, f4 = [reserved].
cbampis's
GRPNMF
BIB
SRC
DOC
f1: 0
f2: 0
f3: 0
f4: 0
Christos G. Bampis & Petros Maragos & Alan C. Bovik:   Projective non-negative matrix factorization for unsupervised graph clustering

Unsupervised graph clustering and image segmentation algorithm based on non-negative matrix factorization. It considers arbitrarily represented visual signals (in 2D or 3D) and uses a graph embedding approach for image or point cloud segmentation. It extends a Projective Non-negative Matrix Factorization variant to include local spatial relationships over the image graph. By using properly defined region features, this method can be applied for object and image segmentation.

List of uploaded results for 'GRPNMF' algorithm
   benchmark label version 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
#Colour [large] GRPNMF 69.02 17.30 11.85 6.28 5.66 10.79 13.75 77.50 84.11 86.89 15.89 2.60 83.99 78.25 4.51 84.71 10.81 7.51 24.06 20.75 84.11 79.12 79.13 10.55 82.11 5.21 15.94 81.15 7.26 78.53 72.19 83.01 83.58 83.57 84.81 5.06
#Colour [large] GRPNMF 67.46 17.70 11.51 5.92 5.47 10.44 14.93 76.94 83.41 87.33 16.59 2.48 83.52 77.69 4.71 84.39 10.57 7.32 24.56 21.30 83.41 78.42 78.60 10.86 81.74 5.23 15.75 81.22 7.16 78.49 71.99 82.91 83.47 83.74 84.37 4.90
#Colour [large] GRPNMF 67.46 17.70 11.51 5.92 5.47 10.43 14.94 76.94 83.41 87.33 16.59 2.48 83.52 77.69 4.71 84.39 10.57 7.32 24.56 21.30 83.41 78.42 78.60 10.86 81.74 5.23 15.74 81.22 7.16 78.49 71.99 82.91 83.47 83.74 84.37 4.90
#Colour [large] GRPNMF 1.23 98.75 98.75 98.75 98.75 98.76 98.77 1.21 1.23 1.23 98.77 98.76 1.23 -48.16 98.76 1.23 98.79 98.78 98.80 98.79 1.23 1.21 1.21 98.77 1.23 98.77 98.85 1.15 98.78 1.19 1.17 1.21 1.21 1.21 1.21 98.77
#Colour [large] GRPNMF 67.98 18.52 10.12 6.33 6.19 9.36 19.34 77.20 83.33 88.55 16.67 2.09 83.96 78.02 4.49 84.89 10.84 7.58 24.76 21.50 83.33 78.11 78.65 11.01 82.32 5.34 15.78 81.25 6.91 78.42 71.65 82.64 83.21 85.22 82.40 4.89
#Colour [large] GRPNMF 2.00 97.94 97.50 97.50 97.50 97.58 97.58 2.23 2.28 2.45 97.72 97.52 2.34 -46.50 97.60 2.35 97.60 97.57 97.86 97.84 2.28 2.16 2.23 97.64 2.35 97.58 97.83 2.12 97.65 2.15 2.07 2.26 2.26 2.39 2.15 97.64
Colour [large] GRPNMF 69.50 16.05 9.90 5.74 5.89 10.33 18.35 77.92 84.00 88.41 16.00 2.26 84.39 78.57 4.34 85.24 10.61 7.69 24.22 21.30 84.00 78.67 79.21 10.80 83.08 5.39 15.83 81.02 7.42 77.88 71.59 82.22 82.96 83.80 83.76 4.73
#Colour [large] GRPNMF 69.84 16.61 11.67 5.90 5.23 10.54 15.66 77.80 84.29 87.25 15.71 2.59 84.28 78.69 4.42 85.00 10.64 7.36 24.11 20.83 84.29 79.21 79.29 10.51 83.00 5.24 15.81 81.21 7.30 78.18 71.85 82.67 83.28 83.34 84.52 5.04
#Colour [large] GRPNMF 69.69 16.84 11.69 5.77 5.08 9.87 15.01 77.88 84.37 87.58 15.63 2.56 84.37 78.82 4.38 85.12 10.79 7.34 23.98 20.53 84.37 79.28 79.42 10.46 83.27 5.21 15.66 81.36 7.20 78.39 72.03 82.83 83.40 83.38 84.61 5.00
#Colour [large] GRPNMF 70.49 15.93 10.70 5.70 4.96 9.49 13.73 78.48 84.89 87.79 15.11 2.44 84.91 79.48 4.35 85.60 10.51 7.34 23.50 20.33 84.89 79.81 79.89 10.22 83.70 5.15 15.60 81.59 7.04 78.76 72.33 83.09 83.69 83.78 84.83 4.86
#Colour [large] GRPNMF 5.99 95.28 91.25 91.25 91.25 92.12 93.00 7.23 7.46 8.49 92.54 91.36 7.83 -38.29 91.74 7.90 91.79 91.67 93.19 93.07 7.46 6.93 7.23 92.04 7.79 91.63 92.63 7.03 91.95 7.00 6.61 7.48 7.53 8.21 6.97 91.89
#Colour [large] GRPNMF 69.02 17.30 11.85 6.28 5.66 10.79 13.75 77.50 84.11 86.89 15.89 2.60 83.99 78.25 4.51 84.71 10.81 7.51 24.06 20.75 84.11 79.12 79.13 10.55 82.11 5.21 15.94 81.15 7.26 78.53 72.19 83.01 83.58 83.57 84.81 5.06
#Colour [large] GRPNMF 66.95 18.06 11.95 6.79 6.26 11.81 14.77 76.17 83.09 86.06 16.91 2.82 82.85 76.94 5.03 83.67 10.97 7.50 25.49 22.03 83.09 78.05 77.80 11.18 81.21 5.44 16.60 79.84 8.31 76.90 70.71 81.78 82.52 82.45 84.25 5.72
#Colour [large] GRPNMF 67.89 19.13 12.60 5.44 4.74 11.79 15.71 76.83 83.45 86.64 16.55 2.63 83.42 77.54 4.61 84.19 10.80 7.36 24.66 21.22 83.45 78.43 78.62 10.78 82.09 5.28 15.96 81.03 7.40 77.88 71.39 82.43 83.05 83.15 84.26 5.10
#Colour [large] GRPNMF 68.59 18.61 10.89 6.58 5.93 10.91 17.80 77.49 83.87 87.48 16.13 2.43 84.08 78.25 4.40 84.84 10.72 7.61 24.13 21.02 83.87 78.76 79.09 10.66 82.42 5.24 15.71 81.30 7.05 78.68 72.14 83.03 83.60 84.26 84.15 5.01
#Colour [large] GRPNMF 67.69 17.44 12.66 6.44 5.88 11.16 15.40 76.42 83.42 86.12 16.58 2.80 83.05 77.25 4.90 83.86 10.74 7.46 24.93 21.64 83.42 78.45 78.25 10.92 81.57 5.30 16.29 80.75 7.66 77.63 71.28 82.33 83.01 82.68 84.78 5.33
#Colour [large] GRPNMF 66.55 18.89 10.39 6.34 5.97 11.87 18.45 76.30 82.56 87.46 17.44 2.44 82.99 76.75 4.96 83.93 10.94 7.56 25.58 22.20 82.56 77.30 77.88 11.42 81.44 5.46 16.18 80.50 7.82 77.14 70.78 81.84 82.56 83.78 82.89 5.22
#Colour [large] GRPNMF 3.83 3.63 5.04 85.74 85.76 58.19 60.12 34.41 48.19 59.12 51.81 8.19 48.13 27.29 10.27 50.71 39.98 32.58 64.66 57.26 48.19 37.77 37.96 39.20 49.85 14.00 41.60 49.25 23.55 30.93 29.07 44.84 46.17 46.96 48.31 18.96
#Colour [large] GRPNMF 68.65 17.23 9.28 6.25 6.41 8.83 17.06 77.97 83.87 89.37 16.13 2.05 84.65 78.92 4.32 85.58 10.94 7.78 24.34 21.18 83.87 78.50 79.13 10.88 83.48 5.39 15.80 81.19 7.01 78.17 71.52 82.42 83.04 85.03 82.35 4.98
#Colour [large] GRPNMF 67.73 18.30 12.54 6.26 5.78 11.08 15.54 76.61 83.46 86.17 16.54 2.73 83.16 77.42 4.77 83.94 10.52 7.36 24.70 21.54 83.46 78.54 78.48 10.81 81.70 5.26 16.02 80.95 7.52 77.93 71.57 82.55 83.22 83.12 84.71 5.27
#Colour [large] GRPNMF 68.50 17.60 12.48 5.82 5.17 10.58 13.90 77.22 83.90 86.88 16.10 2.63 83.73 77.99 4.56 84.50 10.90 7.42 24.25 20.77 83.90 78.92 78.94 10.62 82.11 5.23 15.88 81.14 7.32 78.34 71.98 82.85 83.44 83.29 84.80 5.09