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

Table 6

PSNR (DB) and SSIM comparison of ABLATION study.

Method	M1 dataset		M2 dataset
	PSNR	SSIM	PSNR	SSIM
Blurry images	14.86	0.160	13.97	0.228
Adversarial learning (baseline)	16.93	0.291	14.67	0.277
+ Perceptual loss	16.98	0.301	14.74	0.283
+ DiffAug	17.10	0.324	14.82	0.290
+ Semisupervised learning	17.53	0.346	15.01	0.304