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Published at December 3

RelayGS: Reconstructing Dynamic Scenes with Large-Scale and Complex Motions via Relay Gaussians

cs.CV

Released Date: December 3, 2024

Authors: Qiankun Gao¹, Yanmin Wu¹, Chengxiang Wen¹, Jiarui Meng¹, Luyang Tang¹, Jie Chen¹, Ronggang Wang¹, Jian Zhang¹

Aff.: ¹Peking University

Arxiv: http://arxiv.org/pdf/2412.02493v1

Refer to caption

Method	Juggle			Boxes			Softball
	PSNR	Storage	Train	PSNR	Storage	Train	PSNR	Storage	Train
	(dB $\uparrow$ )	(MB $\downarrow$ )	(mins $\downarrow$ )	(dB $\uparrow$ )	(MB $\downarrow$ )	(mins $\downarrow$ )	(dB $\uparrow$ )	(MB $\downarrow$ )	(mins $\downarrow$ )
Dynamic3DGS [24]	29.48	221	107	29.46	221	108	28.43	221	116
4D-GS [36]	28.19	48	30	27.67	47	29	27.41	46	29
E-D3DGS [1]	26.54	36	95	26.78	33	100	26.01	33	80
D-MiSo [35]	29.79	-	-	29.39	-	-	28.60	-	-
RelayGS (Ours)	30.06	31	48	29.99	30	48	30.20	33	48
	Tennis			Football			Basketball
	PSNR	Storage	Train	PSNR	Storage	Train	PSNR	Storage	Train
	(dB $\uparrow$ )	(MB $\downarrow$ )	(mins $\downarrow$ )	(dB $\uparrow$ )	(MB $\downarrow$ )	(mins $\downarrow$ )	(dB $\uparrow$ )	(MB $\downarrow$ )	(mins $\downarrow$ )
Dynamic3DGS [24]	28.11	221	101	28.49	221	114	28.22	221	113
4D-GS [36]	27.49	45	29	26.67	54	33	27.72	37	24
E-D3DGS [1]	27.41	31	74	25.93	33	76	26.48	35	87
D-MiSo [35]	29.02	-	-	28.99	-	-	28.49	-	-
RelayGS (Ours)	30.21	31	48	30.23	37	48	29.77	51	48