Gender Recognition from Unconstrained and Articulated Human Body

Table 5

Gender recognition accuracies (%) using the PLS method for dimensionality reduction (denoted by PLS_1) or both dimensionality reduction and classification (denoted by PLS_2) on PASCAL data with annotated body parts.

	RLA	LLA	RUA	LUA	T	H	H + T	H + T + LUA	H + T + RUA	H + T + RUA + LUA
HOG_PLS_1	58.90	58.90	62.38	60.28	58.90	65.23	65.21	65.97	70.11	69.56
LBP_PLS_1	58.90	58.90	62.30	60.06	62.59	65.25	67.28	67.36	69.93	69.01
RGB_PLS_1	57.37	58.91	58.70	58.12	57.73	58.52	58.90	58.90	58.20	58.90
HOG_PLS_2	52.82	48.89	56.85	56.53	57.02	62.04	59.64	58.05	58.59	58.73
LBP_PLS_2	50.98	50.69	54.95	53.00	57.84	63.09	65.40	66.69	69.41	68.72
RGB_PLS_2	53.27	51.64	58.58	50.66	58.27	56.04	52.66	53.97	54.10	53.84
HOG + LBP_1	58.90	58.90	63.10	61.59	63.19	67.09	66.40	68.14	70.57	69.08
HOG + LBP_2	48.07	50.50	55.70	54.08	60.25	66.11	67.67	67.59	69.80	69.57