Study on Optimal Generative Network for Synthesizing Brain Tumor-Segmented MR Images

Figure 11

The architecture of our forward and backward cycles, composed of two generators (and ) and two discriminators ( and ). Forward cycle process: . Backward cycle process: . is trained to discriminate the generated image from the real image B. is trained to discriminate the generated image from the real image A.