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].
felipecalderero's
GSRM sup.
version BHAT/KL area-weighted/-unweighted
BIB
WEB
DOC
f1: 0
f2: 0
f3: 1
f4: 0
Felipe Calderero:   General statistical region merging - supervised - 10 bins

General region merging technique based on a size-weighted/-unweighted direct statistical measure of the empirical distributions of the regions, using the Kullback-Leibler divergence/Bhattacharyya coefficient.

This version is supervised, meaning that the number of regions for the evaluated partitions was manually set to the number of regions in the ground truth partitions.

In this implementation, empirical distributions were quantized to 10 bins.

List of uploaded results for 'GSRM sup.' 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] GSRM sup. BHAT area-weighted 61.12 9.32 6.09 20.61 19.76 7.68 6.63 76.73 83.56 88.10 16.44 2.68 83.77 75.33 4.94 84.76 15.61 8.64 25.93 18.96 83.56 77.66 77.81 12.37 82.44 5.08 16.94 81.48 8.32 74.87 68.66 80.09 80.33 80.51 80.68 5.68
Colour [normal] GSRM sup. KL area-weighted 68.72 9.00 6.67 15.09 15.16 7.74 6.79 78.90 84.74 89.30 15.26 2.10 85.01 77.12 4.54 85.98 13.29 6.93 22.51 16.16 84.74 80.09 80.13 10.88 84.38 4.29 14.22 84.50 6.84 78.95 73.34 83.20 83.40 84.46 82.76 4.96
#Colour [normal] GSRM sup. BHAT area-unweighted 30.14 8.02 51.23 14.96 11.63 54.00 47.43 47.27 61.41 59.94 38.59 15.45 54.30 42.12 15.00 56.98 11.26 5.06 49.09 42.90 61.41 57.89 52.84 21.58 59.36 8.53 28.38 58.61 32.08 40.00 45.15 58.44 62.85 47.02 88.93 12.48
#Colour [normal] GSRM sup. KL area-unweighted 26.52 6.92 46.13 21.50 20.99 55.50 32.41 44.41 58.90 64.56 41.10 15.74 52.16 38.35 15.95 56.08 13.95 6.67 51.39 44.10 58.90 54.83 50.50 23.06 57.92 9.00 30.28 57.57 32.62 37.42 43.17 57.07 61.20 45.75 86.03 12.06
#Colour [normal] G(-10dB) GSRM sup. KL area-weighted 15.05 8.40 5.06 72.08 71.63 38.99 39.64 45.35 60.22 64.79 39.78 10.30 58.04 40.34 9.92 60.09 37.30 27.77 55.07 45.54 60.22 49.88 48.28 30.79 57.54 12.42 41.96 51.05 22.42 39.50 38.08 54.31 54.84 49.83 60.95 10.50
#Colour [normal] G(-5dB) GSRM sup. KL area-weighted 36.25 10.28 11.27 39.69 38.96 24.32 24.49 60.09 72.05 75.32 27.95 5.85 71.02 58.07 7.18 72.31 27.72 19.26 42.71 34.24 72.05 62.55 61.88 22.07 69.52 9.46 31.57 64.59 15.35 55.50 50.21 65.24 65.67 63.07 69.14 8.06
#Colour [normal] G(0dB) GSRM sup. KL area-weighted 46.68 10.33 8.27 35.88 34.95 25.25 22.55 64.07 73.83 78.70 26.17 5.09 73.24 60.74 6.89 74.67 22.88 14.21 37.76 29.09 73.83 66.08 66.33 18.81 72.39 7.90 26.39 70.13 13.77 61.22 56.54 70.01 70.45 67.57 74.26 7.83
#Colour [normal] G(5dB) GSRM sup. KL area-weighted 47.86 12.30 11.02 26.70 26.30 18.03 18.13 66.47 75.69 82.15 24.31 4.36 75.31 63.54 7.36 76.99 20.95 12.35 35.16 26.56 75.69 68.58 68.54 17.65 75.02 7.01 23.57 73.63 12.47 64.51 59.44 72.52 72.87 71.39 75.06 7.64
#Colour [normal] G(10dB) GSRM sup. KL area-weighted 56.61 10.79 12.31 19.81 19.14 11.85 11.40 71.50 79.41 83.38 20.59 3.89 79.06 69.12 6.34 80.19 16.75 9.71 29.28 22.24 79.41 73.57 73.86 14.30 79.91 5.70 19.19 78.51 10.43 70.35 64.97 77.00 77.37 76.17 79.35 6.45
#Colour [normal] P(0) GSRM sup. KL area-weighted 44.42 8.57 4.79 42.24 41.43 19.37 15.37 65.09 74.78 80.58 25.22 5.51 74.36 62.17 6.89 75.91 22.07 14.10 36.63 28.65 74.78 67.26 66.65 18.79 73.99 7.28 24.41 72.41 13.74 61.72 56.98 70.42 70.92 68.85 74.02 7.85
#Colour [normal] S(0.5) GSRM sup. KL area-weighted 63.92 10.76 4.81 15.93 16.32 11.25 11.71 74.64 81.95 87.65 18.05 2.70 82.70 72.93 5.29 83.72 17.64 10.85 28.08 21.29 81.95 75.18 75.70 13.48 81.64 6.08 20.39 77.73 9.16 72.44 65.87 78.19 78.46 80.24 77.22 5.92
#Colour [normal] S(0.324) GSRM sup. KL area-weighted 62.94 14.25 6.95 13.15 13.35 10.80 11.24 75.88 82.77 87.32 17.23 2.49 83.16 74.15 4.93 84.07 15.86 8.82 26.51 19.47 82.77 76.83 77.25 12.24 81.82 5.52 18.53 79.70 8.48 74.71 68.62 80.05 80.28 81.99 79.07 5.91
#Colour [normal] S(0.21) GSRM sup. KL area-weighted 57.50 10.94 11.63 17.99 18.48 11.06 9.43 73.55 81.01 85.29 18.99 3.10 80.99 71.51 5.64 82.03 16.19 8.86 28.25 20.92 81.01 75.13 75.51 13.40 80.64 5.57 18.69 79.32 9.23 73.16 67.12 78.99 79.31 79.31 79.98 5.90