notesum.ai

Published at December 5

Sparse Voxels Rasterization: Real-time High-fidelity Radiance Field Rendering

cs.CV

cs.GR

Released Date: December 5, 2024

Authors: Cheng Sun, Jaesung Choe, Charles Loop, Wei-Chiu Ma, Yu-Chiang Frank Wang

Arxiv: http://arxiv.org/pdf/2412.04459v1

[Uncaptioned image]

Method	FPS $\uparrow$	Tr. Time $\downarrow$	LPIPS $\downarrow$	PSNR $\uparrow$	SSIM $\uparrow$
NeRF [27]	$<$ 1	$\sim$ day	0.451	23.85	0.605
M-NeRF [1]	$<$ 1	$\sim$ day	0.441	24.04	0.616
M-NeRF360 [2]	$<$ 1	$\sim$ day	0.237	27.69	0.792
Zip-NeRF [3]	$<$ 1	$\sim$ hrs	0.187	28.55	0.828
Plenoxels [11]	$<$ 10	$\sim$ 30m	0.463	23.08	0.626
INGP [29]	$\sim$ 10	$\sim$ 5m	0.302	25.68	0.705
3DGS [19] ^†	131	24m	0.216	27.45	0.815
Ours-small	240	8m	0.213	26.78	0.796
Ours-base	137	12m	0.197	27.10	0.807
Ours-large	92	17m	0.192	27.38	0.814
^† Re-evaluate on our machine using the public code.