Gesture Recognition Algorithm of Human Motion Target Based on Deep Neural Network

Table 3

Time comparison results of human motion target gesture recognition based on different algorithms.

Joint point/number	Identification time (s)
	The proposed algorithm	Literature [7] algorithm	Literature [8] algorithm	Literature [9] algorithm	Literature [10] algorithm	Literature [11] algorithm
1	11.9	13.6	18.2	17.0	18.0	17.5
2	12.6	14.8	19.3	17.9	18.8	18.0
3	12.8	15.2	19.9	19.2	20.2	19.9
4	12.9	15.7	20.9	19.6	20.5	19.3
5	13.1	16.4	20.9	19.8	21.4	20.8
6	13.8	16.6	21.6	20.4	21.0	21.5
7	14.6	16.9	21.8	20.9	22.7	22.0
8	15.1	17.0	22.5	21.4	22.8	22.1
9	15.2	17.9	22.5	21.0	23.4	23.7
10	15.6	18.6	23.4	21.6	23.7	23.5
11	15.8	19.2	23.8	22.7	24.6	28.8
12	16.4	19.7	24.1	22.7	24.1	25.6
13	16.6	20.2	24.2	23.3	25.0	25.9
14	17.0	20.9	25.6	24.8	25.7	26.4
15	17.2	21.0	25.4	24.6	26.5	27.5
16	17.8	21.3	27.3	24.6	28.4	29.7