notesum.ai

Published at December 9

Omni-Scene: Omni-Gaussian Representation for Ego-Centric Sparse-View Scene Reconstruction

cs.CV

cs.GR

Released Date: December 9, 2024

Authors: Dongxu Wei¹, Zhiqi Li², Peidong Liu³

Aff.: ¹School of Engineering, Westlake University; ²College of Computer Science and Technology, Zhejiang University; ³Institute of Advanced Technology, Westlake Institute for Advanced Study

Arxiv: http://arxiv.org/pdf/2412.06273v1

Dataset	Method	PSNR $\uparrow$	SSIM $\uparrow$	LPIPS $\downarrow$	PCC $\uparrow$
nusc [31]	pixelSplat [13]	21.51	0.616	0.372	0.001
	MVSplat [14]	21.61	0.658	0.295	0.181
	Ours	24.01	0.733	0.238	0.804
re10k [32]	AttnRend [12]	24.78	0.820	0.213	N/A
	MuRF [9]	26.10	0.858	0.143	0.344
	pixelSplat [13]	25.89	0.858	0.142	0.285
	MVSplat [14]	26.39	0.869	0.128	0.363
	Ours	26.19	0.865	0.131	0.368