Towards Understanding the Formation of Uniform Local Binary Patterns

Figure 20

The effect of ties (neighboring pixels being of equal magnitude) to the formation of uniform patterns. It can be observed that on average, uniform patterns tend to contain less ties than nonuniform patterns.