Does anyone know how a fully convolutional network produces position-sensitive local offsets?

[zhanghaoo]

I read that the source code is used：
“Conv2d(576, 4, kernel_size=(3, 3), stride=(1, 1), padding=(1, 1))”

But how do these four channels represent k*k dense position offsets?