Patent ID: 11967180
Assignee: SHANDONG COMPUTER SCIENCE CENTER (NATIONAL SUPERCOMPUTER CENTER IN JINAN)
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 3:
4. The dynamic FER method based on the DS theory according to claim 1, wherein the step d) comprises the following steps:
d-1) constituting the time-domain FC unit VFC by a patch partitioning module, a flatten function, an FC layer, and a ReLU activation function layer sequentially, inputting the facial expression image P into the patch partitioning module for patch partitioning to obtain a patch partitioning vector VpatchP, inputting the patch partitioning vector VpatchP into the flatten function to obtain a one-dimensional vector Vpatch1P, and sequentially inputting the one-dimensional vector Vpatch1P into the FC layer and the ReLU activation function layer to obtain a time-domain FC vector VFCP; and
d-2) constituting the time-domain multi-layer perceptron unit VMLP by a BN layer, an FC layer, and a ReLU activation function layer, and inputting the time-domain FC vector VFCP into the time-domain multi-layer perceptron unit VMLP to obtain the time-domain vector VFCMLPPT.