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

Figure 8

Ablation study with the M2 dataset. (a) Blurry image; (b) adversarial learning (baseline); (c) adding perceptual loss; (d) adding differentiable augmentation; (e) adding semisupervised learning; (f) clear image. First and second rows have section thickness of 40 nm and 60 nm, respectively.

(a)

(b)

(c)

(d)

(e)

(f)