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

Table 3

PSNR (DB) and SSIM comparison between different deblur methods from the M2 dataset.

Method	5% training		10% training		20% training		50% training
	PSNR	SSIM	PSNR	SSIM	PSNR	SSIM	PSNR	SSIM
Blurry	13.97	0.228	—	—	—	—	—	—
Nah et al. [5]	14.31	0.246	14.42	0.254	14.55	0.261	14.65	0.276
Kupyn et al. [9]	14.38	0.263	14.46	0.269	14.58	0.278	14.72	0.285
Tao et al. [8]	14.45	0.257	14.57	0.263	14.65	0.269	14.74	0.294
Tsai et al. [18]	14.51	0.261	14.63	0.271	14.77	0.282	14.88	0.291
Proposed	14.77	0.275	14.86	0.289	14.92	0.290	15.01	0.314