Research Article

Face Alignment Algorithm Based on an Improved Cascaded Convolutional Neural Network

Table 2

Network structure table of the first stage.

NameInputConvolution kernels/stepsOutputParameters

conv13939344 20/1363 6 20960
pool13636202 2/2181820-
conv218182033 40/11616407200
pool21616402 2/28840-
conv3884033 60/1666021600
pool366602 2/23360-
120d-fc1 64800
10d-fc2 (F1) 6d-fc2 (EN1) 6d-fc2 (NM1)