notesum.ai

Published at December 6

eess.IV

cs.CV

Released Date: December 6, 2024

Authors: Songcheng Du¹, Yang Zou¹, Zixu Wang², Xingyuan Li², Ying Li¹, Qiang Shen³

Aff.: ¹Northwestern Polytechnical University; ²Dalian University of Technology; ³Aberystwyth University

Datasets	CAVE [46]				Harvard [2]				NTIRE2018 [1]
Methods	PSNR $\uparrow$	SSIM $\uparrow$	SAM $\downarrow$	ERGAS $\downarrow$	PSNR $\uparrow$	SSIM $\uparrow$	SAM $\downarrow$	ERGAS $\downarrow$	PSNR $\uparrow$	SSIM $\uparrow$	SAM $\downarrow$	ERGAS $\downarrow$
CSU [17]	30.59	0.899	14.17	1.53	36.08	0.937	10.93	0.85	21.48	0.819	1.95	2.57
NSSR [6]	28.55	0.904	12.26	1.94	30.97	0.897	12.45	1.66	21.43	0.682	9.12	2.87
HySure [33]	27.63	0.841	16.63	4.01	35.67	0.880	8.35	0.84	12.99	0.577	3.20	8.47
MHFNet [41]	38.72	0.966	6.90	1.94	39.25	0.942	6.91	0.72	43.65	0.991	1.85	0.20
CUCaNet[45]	35.58	0.927	10.38	0.98	37.56	0.938	7.52	0.69	39.69	0.983	4.77	0.48
UAL [51]	37.74	0.974	9.28	0.70	40.95	0.952	7.29	0.66	44.79	0.996	1.34	0.08
DAEM [9]	39.80	0.982	6.78	0.55	42.66	0.970	4.09	0.45	46.68	0.997	0.98	0.05
Ours	42.05	0.990	6.57	0.42	44.52	0.992	3.89	0.39	48.53	0.999	0.79	0.04