Advances in Optical Technologies / 2013 / Article / Tab 3 / Review Article
Automatic Characterization of the Visual Appearance of Industrial Materials through Colour and Texture Analysis: An Overview of Methods and Applications Table 3 Results of the grading experiment.
Class Method Dimension Database Wood Ceramic Textile Granite Spectral R, G, B, means 3 94.6 85.3 99.3 89.0 Colour histogram 2048 94.8 84.6 99.4 95.4 Chromaticity moments 6 88.7 79.5 100.0 91.8 Colour centiles 15 98.2 87.0 99.2 89.2 Spatial GLCM 5 54.8 46.6 70.2 59.5
36 96.4 84.0 94.5 80.6
72 84.4 69.8 89.4 79.6 Gabor filters 32 99.1 81.8 90.6 95.6 Hybrid
216 98.0 87.6 100.0 96.2 Integrative CM 30 76.7 74.8 91.5 85.7 Ranklets 216 98.9 85.8 100.0 97.5
+ colour centiles55 98.4 89.2 100.0 93.6