Figure 4
From: Multi-grained pooling network for age estimation in degraded low-resolution images

The overall structure of MGPool, CS denotes Channel Shuffle, and GAP indicates the Global Average pooling. The kernel size k of 1D convolution is set to 3 in our study. \(\bigotimes\) indicated element-wise product, and \(\sigma\) denotes the sigmoid function.