notesum.ai

Published at November 29

eess.IV

cs.CV

cs.LG

Released Date: November 29, 2024

Authors: Md. Touhidul Islam¹, Md. Abtahi M. Chowdhury¹, Sumaiya Salekin¹, Aye T. Maung¹, Akil A. Taki¹, Hafiz Imtiaz¹

Aff.: ¹Department of Electrical and Electronic Engineering, Bangladesh University of Engineering and Technology, Dhaka, Bangladesh

Method	CNR	CNR (dB)	MSR	TP	EP
Original Noisy Image	$0.6660\pm 0.17$	$-1.77$	$7.62\pm 0.66$	$1.00\pm 0.0$	$1.00\pm 0.0$
BM3D [30]	$1.75\pm 0.25$	$2.43$	$6.96\pm 0.89$	$0.71\pm 0.15$	$0.47\pm 0.08$
PN2V [6]	$2.49\pm 0.11$	$3.96$	$7.06\pm 0.47$	$1.41\pm 0.08$	$\bm{0.90\pm 0.08}$
Noise2Void [5]	$2.30\pm 0.15$	$3.62$	$7.23\pm 0.50$	$1.10\pm 0.11$	$0.61\pm 0.09$
Checkerboard (our method)	$\bm{2.56\pm 0.04}$	$\bm{4.08}$	$\bm{7.73\pm 0.78}$	$\bm{1.87\pm 0.03}$	$0.69\pm 0.01$
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