notesum.ai

Published at November 25

Quadratic Gaussian Splatting for Efficient and Detailed Surface Reconstruction

cs.CV

Released Date: November 25, 2024

Authors: Ziyu Zhang¹, Binbin Huang², Hanqing Jiang³, Liyang Zhou³, Xiaojun Xiang³, Shunhan Shen

Aff.: ¹CASIA; ²The University of Hong Kong; ³SenseTime Research

Arxiv: http://arxiv.org/abs/2411.16392v1

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CD (mm) $\downarrow$	24	37	40	55	63	65	69	83	97	105	106	110	114	118	122	Mean	Time
NeuS [30]	1.00	1.37	0.93	0.43	1.10	0.65	0.57	1.48	1.09	0.83	0.52	1.20	0.35	0.49	0.54	0.84	$>$ 12h
VolSDF [32]	1.14	1.26	0.81	0.49	1.25	0.70	0.72	1.29	1.18	0.70	0.66	1.08	0.42	0.61	0.55	0.86	$>$ 12h
Neuralangelo [18]	0.37	0.72	0.35	0.35	0.87	0.54	0.53	1.29	0.97	0.73	0.47	0.74	0.32	0.41	0.43	0.61	$>$ 128h
SuGaR[11]	1.47	1.33	1.13	0.61	2.25	1.71	1.15	1.63	1.62	1.07	0.79	2.45	0.98	0.88	0.79	1.33	1h
2DGS [12]	0.48	0.91	0.39	0.39	1.01	0.83	0.81	1.36	1.27	0.76	0.70	1.40	0.40	0.76	0.52	0.80	0.32h
GOF [35]	0.50	0.82	0.37	0.37	1.12	0.74	0.73	1.18	1.29	0.68	0.77	0.90	0.42	0.66	0.49	0.74	1h
Ours	0.46	0.81	0.40	0.42	1.07	0.80	0.79	1.25	0.95	0.67	0.62	1.27	0.40	0.60	0.49	0.73	0.83h