Motion Action Analysis at Basketball Sports Scene Based on Image Processing

Table 3

Comparison of identification results of different methods.

Frame length	Indicators	Pass the ball (%)	Pitching (%)	Run without the ball (%)	Run with the ball (%)	Standing (%)	Catch a ball (%)	Layup (%)	Total (%)
LSTM	Top1	21.28	23.81	47.54	5.26	17.39	14.71	22.22	24.51
	Top2	31.91	42.86	50.82	10.53	30.43	48.53	33.33	40.08
Res-CNN	Top1	25.53	28.57	49.18	10.53	30 43	19.12	38.89	29.96
	Top2	51.06	47.62	555	15.79	47.83	63.24	44.44	51.75
Paper method	Top1	38.30	42.86	75.41	10.53	47.83	29.41	55.56	45.53
	Top2	74.47	66.67	83.61	21.05	69.57	95.59	66.67	76 67