notesum.ai

Published at November 25

U2NeRF: Unsupervised Underwater Image Restoration and Neural Radiance Fields

cs.CV

Released Date: November 25, 2024

Authors: Vinayak Gupta¹, Manoj S¹, Mukund Varma T¹, Kaushik Mitra¹

Aff.: ¹Indian Institute of Technology Madras

Arxiv: http://arxiv.org/abs/2411.16172v1

Refer to caption

Models	UIQM $\uparrow$	UCIQE $\uparrow$	LPIPS (gray) $\downarrow$
UPIFM	1.424	32.940	-
UIESS	1.136	30.534	-
NeRF	0.501	31.622	0.208
NeRF + Clean	0.865	31.054	0.223
Clean + NeRF	0.858	30.336	0.198
U2NeRF	1.570	32.556	0.174