Computational Intelligence and Neuroscience

Research Article

Hybrid Pyramid Convolutional Network for Multiscale Face Detection

Table 1

The basic structure of HPCNet.
NameConfigurations
Conv1_1Conv2d + A, _s1
Conv1_2Conv2d + A, _s1
DownsamplingMAxpool, _s2
Conv2_1Conv2d + A, _s1
Conv2_2Conv2d + A, _s1
Conv2_3Conv2d + A, _s1
DownsamplingMAxpool, _s2
Conv3_1Conv2d + A, _s1
Conv3_2Conv2d + A, _s1
Conv3_3Conv2d + A, _s1
DownsamplingMAxpool, _s2
Conv4_1Conv2d + A, _s1
Conv4_2Conv2d + A, _s1
Conv4_3Conv2d + A, _s1
DownsamplingMAxpool, _s2
Conv5_1Conv2d + A, _s1
Conv5_2Conv2d + A, _s1
Conv5_3Conv2d + A, _s1
Conv6Conv2d + A, _s2
HDC6Conv2d + A, _s1_d1
Conv2d + A¸ _s1_d2
Conv2d + A, _s1_d3