Green Fluorescent Protein and Phase-Contrast Image Fusion via Generative Adversarial Networks

Figure 3

Network architecture of the generator. In each convolutional layer, there is no padding operation. During the training process, the input is image patches of size pixels and the output is of size pixels (see Section 3.4 for more details). During the testing process, the input is the entire images with 6 pixels padded in each direction to ensure that the output has the same size with the input images. For better visualization, we adopt the entire images as the input and output in this figure.