notesum.ai

Published at December 3

cs.CV

eess.IV

Released Date: December 3, 2024

Authors: Renan A. Rojas-Gomez¹, Minh N. Do¹

Aff.: ¹University of Illinois Urbana-Champaign

Method	SSIM $\uparrow$ $(\bm{i}_{\text{cs}},\bm{i}_{c})$	LPIPS $\downarrow$ $(\bm{i}_{\text{cs}},\bm{i}_{s})$	FID $\downarrow$ $(\bm{i}_{\text{cs}},\bm{i}_{s})$	Generator Trainable Pars.	Inference Time (s)
WCT² (Sum)	$0.6335$	$\mathbf{0.7593}$	$199.34$	$3,505,219$	$0.37$
WCT² (Concat.)	$0.728$	$0.7657$	$194.93$	$6,601,795$	$0.45$
GIST Wavelets (Ours)	$\mathbf{0.7404}$	$0.7664$	$192.43$	None	$\mathbf{0.1}$
GIST Contourlets (Ours)	$0.7323$	$0.7676$	$\mathbf{190.74}$	None	$0.18$