Research Article

Dynamic Sign Language Recognition Based on CBAM with Autoencoder Time Series Neural Network

Table 1

The layers of encoder and decoder structures.

Layer nameOutput sizeParameter

EncoderConv111211277,64, stride 2
Conv2_x565633 max pool, stride 2
Conv3_x2828
Conv4_x1414
Conv5_x77
11Average pool fc 500
11Fc
Decoder11Una_pool fc 512
UnConv5_x77
UnConv4_x1414
UnConv3_x2828
UnConv2_x5656
33 Unmax_pool,stride 2
UnConv1_x11211264, stride 2