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Published at November 26

SelfSplat: Pose-Free and 3D Prior-Free Generalizable 3D Gaussian Splatting

cs.CV

Released Date: November 26, 2024

Authors: Gyeongjin Kang¹, Jisang Yoo¹, Jihyeon Park¹, Seungtae Nam¹, Hyeonsoo Im², Shin sangheon², Sangpil Kim³, Eunbyung Park¹

Aff.: ¹Sungkyunkwan University; ²Hanhwa Systems; ³Korea University

Arxiv: http://arxiv.org/abs/2411.17190v1

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		RE10k
		Average			Small			Medium			Large
Method		PSNR $\uparrow$	SSIM $\uparrow$	LPIPS $\downarrow$	PSNR $\uparrow$	SSIM $\uparrow$	LPIPS $\downarrow$	PSNR $\uparrow$	SSIM $\uparrow$	LPIPS $\downarrow$	PSNR $\uparrow$	SSIM $\uparrow$	LPIPS $\downarrow$
VAE [25]		20.65	0.643	0.325	18.78	0.585	0.414	20.56	0.646	0.319	23.13	0.701	0.241
DBARF [6]		12.57	0.494	0.474	10.48	0.497	0.522	12.39	0.487	0.475	15.55	0.513	0.415
FlowCAM [41]		22.29	0.711	0.313	20.74	0.679	0.375	22.15	0.709	0.313	24.58	0.754	0.241
CoPoNeRF [21]		21.03	0.693	0.256	19.70	0.670	0.348	20.99	0.695	0.285	22.70	0.715	0.217
Ours		24.22	0.813	0.188	21.63	0.749	0.257	24.21	0.820	0.181	27.25	0.864	0.132