TreeBASIS Feature Descriptor and Its Hardware Implementation

Figure 3

The tree creation process. The most effectively descriptive basis dictionary image (EDBDI) is chosen from the set as the that most evenly divides the set of training FRIs, . The tree is split using this EDBDI, and the subsets of are passed to the left and right children.