The Prague Texture Segmentation Datagenerator and Benchmark - Algorithms
optimized
for

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].
nenenevg's
LBP
version 13
WEB
SRC
f1: 0
f2: 0
f3: 0
f4: 0
Ojala et al. 1996:   Local binary patterns

Local binary patterns (LBP) is a type of feature used for classification in computer vision. LBP is the particular case of the Texture Spectrum model proposed in 1990. Local Binary Pattern (LBP) is a simple yet very efficient texture operator which labels the pixels of an image by thresholding the neighborhood of each pixel and considers the result as a binary number. Due to its discriminative power and computational simplicity, LBP texture operator has become a popular approach in various applications. It can be seen as a unifying approach to the traditionally divergent statistical and structural models of texture analysis.

List of uploaded results for 'LBP' 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 [normal] LBP 1 2.26 3.72 1.00 92.09 91.71 58.08 53.64 33.71 47.83 59.55 52.17 9.85 48.13 21.74 11.02 50.69 51.40 41.67 65.98 56.25 47.83 35.75 35.59 43.06 45.18 15.67 53.63 40.43 25.09 26.57 27.60 42.90 43.09 42.71 43.87 12.85
#Colour [normal] LBP 3 0.72 2.42 0.96 95.18 95.39 53.90 57.96 34.85 48.39 56.61 51.61 9.01 49.24 22.59 8.21 50.80 50.80 43.66 64.75 57.60 48.39 36.51 36.81 42.70 46.29 15.96 54.24 41.59 22.63 29.79 28.37 43.94 44.27 47.06 42.17 12.35
#Colour [normal] LBP 4 0.00 1.66 0.90 96.98 97.22 56.13 59.71 32.05 44.83 54.90 55.17 9.60 46.79 17.25 7.66 48.26 54.15 47.94 67.24 61.04 44.83 33.08 34.03 46.31 44.52 16.89 57.65 38.79 23.43 25.97 25.44 40.42 40.80 44.91 37.48 12.41
#Colour [normal] LBP 6 3.59 2.43 2.30 90.19 90.28 55.53 59.85 33.59 46.69 55.55 53.31 9.30 47.76 20.03 8.00 49.36 52.53 45.33 65.69 58.49 46.69 35.22 35.77 43.84 45.34 16.44 55.83 39.96 22.98 28.41 27.61 42.74 43.05 45.59 41.16 12.28
#Colour [normal] LBP 7 5.18 5.37 0.91 87.86 88.27 54.41 54.97 35.33 48.70 57.21 51.30 9.07 49.37 23.06 9.25 51.07 49.97 43.01 64.31 57.36 48.70 37.68 38.22 41.65 47.34 16.02 54.58 40.92 22.66 30.65 29.29 44.98 45.39 48.33 43.32 12.40
#Colour [normal] LBP 8 1.96 2.47 1.83 92.52 92.67 55.94 57.73 35.45 48.50 57.44 51.50 8.68 49.88 22.75 8.07 51.36 51.70 44.71 64.63 57.63 48.50 36.88 37.34 42.62 46.89 16.28 55.34 40.85 22.25 30.09 28.36 43.91 44.25 47.92 41.31 12.29
Colour [normal] LBP 9 3.84 4.49 2.48 88.69 89.02 53.73 55.29 35.93 49.27 58.67 50.73 8.50 50.42 23.91 8.58 52.12 50.70 43.76 64.41 57.47 49.27 37.06 38.17 42.13 47.52 16.08 54.69 41.35 22.26 30.48 28.78 44.40 44.74 48.13 42.07 12.43
#Colour [normal] LBP 11 4.06 3.82 0.91 91.08 91.04 56.35 57.74 35.89 48.83 57.61 51.17 8.61 50.17 23.25 8.00 51.63 51.71 44.60 64.39 57.28 48.83 36.92 37.95 42.66 46.57 16.28 55.26 40.70 22.14 30.64 28.85 44.45 44.76 47.97 42.18 12.27
#Colour [normal] LBP 12 1.98 4.10 0.94 91.84 91.84 55.02 56.60 35.38 48.75 57.12 51.25 8.84 49.88 23.13 7.89 51.34 52.06 45.02 64.72 57.69 48.75 36.69 37.32 42.89 46.65 16.33 55.48 40.57 22.28 30.11 28.50 44.01 44.31 47.62 41.63 12.29
#Colour [normal] LBP 13 0.93 2.48 0.94 94.92 94.89 55.94 57.87 35.05 48.59 56.44 51.41 9.01 49.45 22.88 7.85 50.92 52.63 45.49 65.25 58.12 48.59 36.46 37.03 43.21 46.12 16.59 56.39 39.40 22.67 29.37 28.06 43.55 43.85 46.68 41.65 12.22
#Colour [normal] LBP 13 3.63 2.40 0.96 91.89 92.10 55.53 57.97 35.54 48.64 57.16 51.36 8.94 49.80 22.96 7.74 51.28 51.68 44.67 64.52 57.50 48.64 36.73 37.42 42.71 46.35 16.27 55.23 40.51 22.46 30.08 28.72 44.12 44.42 46.90 42.56 12.14