The Motor Action Analysis Based on Deep Learning

Table 5

Fusion experimental results.

classifier Features test video	Softmax classifier		Class score confusion
	BN-inception features (%)	C3D features (%)
Pl	76.84	58.73	75.91
P2	80.33	59.51	81.63
P3	51.25	72.0	63.26
P4	86.39	84.24	86.13
P5	76.29	33.33	74.29
P6	94.36	94.21	94.43
P7	93.34	61.82	94.52
P8	71.69	72.82	76.17
P9	82.80	58.42	84.41
P10	71.88	67.91	68.23
AVG	78.51	66.30	79.89