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

Table 2

PSNR (DB) and SSIM comparison between different deblur methods from the M1 dataset.

Method	5% training		10% training		20% training		50% training
	PSNR	SSIM	PSNR	SSIM	PSNR	SSIM	PSNR	SSIM
Blurry	14.85	0.159	14.85	0.159	14.86	0.160	14.86	0.160
Nah et al. [5]	16.21	0.258	16.35	0.269	16.51	0.272	16.92	0.286
Kupyn et al. [9]	16.23	0.229	16.30	0.232	16.73	0.268	17.08	0.312
Tao et al. [8]	16.37	0.276	16.49	0.281	16.58	0.288	17.01	0.297
Tsai et al. [18]	16.53	0.287	16.62	0.298	16.67	0.317	17.14	0.339
Proposed	16.48	0.291	16.59	0.304	16.62	0.335	17.35	0.346