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Published at November 29

$C^{3}$-NeRF: Modeling Multiple Scenes via Conditional-cum-Continual Neural Radiance Fields

cs.CV

cs.LG

Released Date: November 29, 2024

Authors: Prajwal Singh¹, Ashish Tiwari¹, Gautam Vashishtha¹, Shanmuganathan Raman¹

Aff.: ¹IIT Gandhinagar, Gujarat, India

Arxiv: http://arxiv.org/pdf/2411.19903v1

[Uncaptioned image]

		NeRF Synthetic 360^∘
Method	Finetuning	PSNR $\uparrow$	SSIM $\uparrow$	LPIPS $\downarrow$
NeRF*	x	21.75	0.84	0.16
IBRNet [WWG^∗21]	✓	28.14	0.94	0.07
MVSNeRF [CXZ^∗21]	✓	27.07	0.93	0.17
CP-NeRF [HLX^∗23]	x	29.54	0.92	0.09
$C^{3}$ -NeRF (ours)	x	29.40	0.94	0.09
CP-NeRF [HLX^∗23]	✓	31.77	0.95	0.06
C³-NeRF (ours)	✓	32.08	0.95	0.06