Design of the Lip Recognition System for the Smart Home Equipment Control
This paper points out that as for the smart home system,the equipment is always controlled by voice,in case of noisy environment,and hearing-impaired users,such control can hardly be implemented effectively.In order to solve the problem,this paper applies the lip reading into the smart home,designs a lip reading system.Through the recognition of the lips,the control introductions can be achieved.More specifically,the system adopts the camera as the input,designs the lip localization,motion feature extraction,and feature time modeling.With these modules,control introductions of the equipment can be recognized by extracting the lips of users.It can be improved that the recognition accuracy can achieved to 80%by incorporating the 3D convolution with the time convolutional neural network.
NETL
NSTL
万方数据
