Gender Recognition from Unconstrained and Articulated Human Body

Table 6

Feature dimensions with various setups on PASCAL. No matter what the original dimensions are, the PLS method can efficiently reduce each number to a small value of 40, which is very useful for real-time applications.

	RLA	LLA	RUA	LUA	T	H	H + T	H + T + LUA	H + T + RUA	H + T + RUA + LUA
HOG	120	120	120	120	200	200	400	520	520	640
LBP	885	885	885	885	1475	1475	2950	3835	3835	4720
SIFT	1920	1920	1920	1920	3200	3200	6400	8320	8320	10240
RGB	96	96	96	96	96	96	192	288	288	384
HOG + LBP	1005	1005	1005	1005	1675	1675	3350	4355	4355	5360