Multiscale Bidirectional Input Convolutional and Deep Neural Network for Human Activity Recognition

Figure 3

Proportion of activity categories. Labels 1 to 6, respectively, represent six types of actions in scene walking: playing games, watching short videos, watching live or long videos, browser query or viewing browser content, typing chat, or other typing and other actions. Labels 7 to 12 represent six types of actions in scene standing. Labels 13 to 18 represent six types of actions in sitting and lying. Label 19 represents the action of delivering the mobile phone alone.