Research Article

Classification of Clothing Using Midlevel Layers

Figure 9

Example of the visual differences in global shape information between two different categories, namely, shirts (a) and pants (b). Each row contains the average histogram of the TPFH (left) and 6 examples of each category used to calculate the average (right). Shirts have a relatively lower number of instances in the first and third peak than pants. This example shows why the TPFH feature is useful in classifying clothing.
630579.fig.009a
(a)
630579.fig.009b
(b)