Improving the Neural Segmentation of Blurry Serial SEM Images by Blind Deblurring

Figure 7

Deblurring results from the M2 dataset. The top row is the blurry EM image and its clear image. The rest are deblurring methods from the study by Nah et al. [5], Kupyn et al. [9], Tao et al. [8], and Tsai et al. [18] and our proposed method. Besides, each column represents the number of training samples from M1. As can be seen from this figure, on the fourth column, deblurring model without adversarial learning causes spatial blur on the whole image.