Research Article

Tensorial Kernel Principal Component Analysis for Action Recognition

Table 3

Recognition accuracy (in %) for the KTH action recognition dataset.

ā€‰STW BoW-MKL TCCA DCCA TKPCA

Walking 88 100 88 82 97
Jogging 90 80 75 53 98
Running 99 68 77 88 97
Boxing 98 97 92 98 100
Handclapping 100 99 100 86 96
Handwaving 97 99 88 93 100

Total 95 90 87 83 98