Research Article

Classification of Clothing Using Midlevel Layers

Table 7

Results of L-C-S-H proposed system in previous work.

Shirt Dress Socks

Local features

Shirt 95.804.20 0.00
Dress 13.32 86.650.02
Socks 0.60 11.67 87.72

Average TPR = 90.06%

Global features

Shirt 90.41 9.51 0.08
Dress 2.80 96.95 0.25
Socks 30.45 69.55 0.00

Average TPR = 62.45%

Local and global features

Shirt 58.64 40.64 0.72
Dress 4.32 95.67 0.02
Socks 37.10 44.66 18.24

Average TPR = 57.52%