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Table 5 Action recognition accuracy ( % ) of our individually normalizing method for IXMAS dataset using the models learnt from HumanEva dataset compared with the method prosed in [[43]]

From: Human action recognition based on estimated weak poses

Accuracy

Punch

Wave

Throw a ball

Walk

All actions

Ind-normal

75.0

79.2

75

87.5

79.2

[43]

86.8

79.9

82.4

79.7

82.2