Classification of Clothing Using Midlevel Layers

Table 8

Results of L-C-S-H proposed system to classify objects.

	Shirt	Cloth	Pants	Shorts	Dress	Socks	Jacket
		Local Features
Shirt	95.80	0.00	0.00	0.00	4.20	0.00	0.00
Cloth	28.08	0.00	0.00	0.00	69.45	2.48	0.00
Pants	53.33	0.00	0.00	0.00	46.67	0.00	0.00
Shorts	47.53	0.00	0.00	0.00	52.47	0.00	0.00
Dress	13.32	0.00	0.00	0.00	86.65	0.02	0.00
Socks	0.60	0.01	0.00	0.00	11.67	87.72	0.00
Jacket	33.81	0.00	0.00	0.00	66.19	0.00	0.00
		Average TPR = 38.60%
		Global Features
Shirt	90.41	0.00	0.00	0.00	9.51	0.08	0.00
Cloth	23.04	0.00	0.00	0.00	76.90	0.06	0.00
Pants	37.04	0.00	0.00	0.00	62.94	0.02	0.00
Shorts	36.93	0.00	0.00	0.00	63.00	0.07	0.00
Dress	2.80	0.00	0.00	0.00	96.95	0.25	0.00
Socks	30.45	0.00	0.00	0.00	69.55	0.00	0.00
Jacket	23.36	0.00	0.00	0.00	76.64	0.00	0.00
		Average TPR = 26.77%
		Local and Global Features
Shirt	65.79	0.00	0.00	0.89	31.49	0.04	1.79
Cloth	18.67	0.00	3.72	4.43	67.42	0.01	5.75
Pants	36.00	0.00	1.93	0.52	45.53	0.00	16.02
Shorts	32.94	0.00	1.72	2.24	45.62	0.05	17.43
Dress	5.48	0.00	0.00	0.07	93.80	0.00	0.65
Socks	37.54	0.00	1.26	3.17	50.06	0.00	7.97
Jacket	17.39	0.00	0.00	0.03	50.37	0.02	32.20
		Average TPR = 27.99%