Research Article

Gender Recognition from Unconstrained and Articulated Human Body

Table 4

Automated gender recognition accuracies (%) on PASCAL.

ā€‰ RLA LLA RUA LUA T H H + T H + T + LUA H + T + RUA H + T + RUA + LUA

HOG 58.90 58.90 61.63 63.98 58.90 66.29 60.90 62.53 63.39 63.79
LBP 58.90 58.90 64.28 59.93 58.90 63.89 63.90 63.75 66.14 65.84
SIFT 59.37 61.11 59.60 60.55 60.62 62.33 63.05 64.33 65.32 65.04
RGB 58.90 58.90 58.90 58.90 58.66 58.90 58.90 58.90 58.90 58.90

F: decision level 58.90 58.90 64.21 63.07 58.90 64.93 65.69 64.78 67.74 66.72
F: feature level 58.90 60.81 63.91 64.00 59.40 64.34 63.21 65.52 66.26 66.44