Research Article

Gender Recognition from Unconstrained and Articulated Human Body

Table 2

Gender recognition accuracies (%) with annotated body parts 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 62.40 60.25 59.40 67.87 67.99 68.28 71.03 70.93
LBP 58.90 58.90 64.80 63.96 63.78 67.68 67.66 68.90 70.92 71.62
SIFT 58.90 58.90 64.16 62.15 59.06 65.49 66.18 68.35 70.07 69.88
RGB 58.90 58.90 58.90 58.90 58.90 58.90 58.90 59.36 59.97 59.09

F: decision level 58.90 58.90 67.43 64.51 64.73 69.55 70.62 70.99 73.82 73.42
F: feature level 58.90 58.99 65.30 63.21 64.60 67.83 69.08 71.34 72.30 73.14