Research Article

Automatic Human Gait Imitation and Recognition in 3D from Monocular Video with an Uncalibrated Camera

Table 3

Associated comparisons of the integrated HCRF/SVM classifiers based on recognition application of gait imitation at different window size and different viewing angle with baseline method.

Types
Viewing angleHCRF ( ) + SVMHCRF ( ) + SVMHCRF ( ) + SVM Baseline method
Recognized rate (%)
Thin coatThick coatBackpackThin coatThick coatBackpackThin coatThick coatBackpackThin coatThick coatBackpack

54°89.286.182.391.487.384.887.083.480.981.675.168.5
72°91.385.580.592.488.283.688.185.379.080.274.467.7
90°92.188.282.494.592.085.290.186.681.278.572.965.4
108°92.889.282.795.893.188.389.385.281.579.373.968.1
126°87.785.481.889.786.484.585.282.880.782.676.569.2