Fig. 2
From: Fusion of encoder-decoder deep networks improves delineation of multiple nuclear phenotypes

The building block of the encoder-decoder network utilizes either 5-by-5, 3-by-3, or 1-by-1 convolution. The pooling performs down-sampling in the encoder module and up-sampling in the decoder module