Many Local Pattern Texture Features: Which Is Better for Image-Based Multilabel Human Protein Subcellular Localization Classification?

Figure 1

Illustrations of how to calculate LBP and CLBP features for an 8-neighborhood pixels. (a) The standard LBP operator (see (1)). (b) The framework of CLBP operator (see, (3) and (5)). (c) Example to obtain sign and magnitude pattern component from CLPB (see (1) and (4)).

(a)

(b)

(c)