Action Recognition Based on Depth Motion Map and Hybrid Classifier

Table 2

Action recognition results by setting one.

method (%)		Ref.[11]	Ref.[9]	Ref.[12]	Ref.[13]	Our method
experiment one	AS1	97.3	94.7	97.3	89.5	95.3
	AS2	92.2	95.4	96.1	89.0	96.1
	AS3	98.0	97.3	98.7	96.3	98.0
	average	95.8	95.8	97.4	91.6	96.4
experiment two	AS1	98.7	97.3	98.6	93.4	98.6
	AS2	94.7	98.7	98.7	92.9	96.0
	AS3	98.7	97.3	100	96.3	100.0
	average	97.4	97.8	99.1	94.2	98.2
experiment three	AS1	96.2	74.5	96.2	72.9	99.0
	AS2	84.1	96.1	83.2	71.9	90.2
	AS3	94.6	96.4	92.0	79.2	94.6
	average	91.6	89.0	90.5	74.7	94.6