Research Article

Object Extraction of Tennis Video Based on Deep Learning

Table 4

Newly added layers and parameters to improve the HyperNet network.

Input layerOutput layer

Category forecastConv4_3 Conv4_3_Conf
FC7 FC7_Conf
Conv8_2 Conv8_2_Conf
Conv9_2 Conv9_2_Conf
Location predictionConv3_1 Conv3_1
Conv4_3 Conv4_3_loc_pl
FC7 FC_7_loc_pl
Conv8_2 Conv8_2_loc_p
Conv9_2 Conv9_2_loc_p
FC7_loc FC7_f