notesum.ai

Published at November 27

Neural Surface Priors for Editable Gaussian Splatting

cs.CV

Released Date: November 27, 2024

Authors: Jakub Szymkowiak, Weronika Jakubowska, Dawid Malarz, Weronika Smolak-Dyżewska, Maciej Zięba, Przemysław Musialski, Wojtek Pałubicki, Przemysław Spurek

Arxiv: http://arxiv.org/abs/2411.18311v1

Scan ID	24	37	40	55	63	65	69	83	97	105	106	110	114	118	122	Avg
COLMAP	0.81	2.05	0.73	1.22	1.79	1.58	1.02	3.05	1.40	2.05	1.00	1.32	0.49	0.78	1.17	1.36
NeRF	1.90	1.60	1.85	0.58	2.28	1.27	1.47	1.67	2.05	1.07	0.88	2.53	1.06	1.15	0.96	1.49
NeuS	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
VolSDF	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
ReGS	1.21	1.00	1.10	0.87	1.03	1.51	1.51	1.06	1.63	0.97	1.36	1.21	0.94	1.38	1.26	1.20
3DGSR	0.68	0.84	0.70	0.39	1.16	0.87	0.77	1.48	1.26	0.87	0.69	0.80	0.42	0.64	0.60	0.81
Ours (w/ mask)	0.52	0.67	0.34	0.37	0.93	0.60	0.57	1.22	0.79	0.67	0.49	0.75	0.36	0.42	0.47	0.61
Ours (w/o mask)	0.52	0.75	0.41	0.37	0.90	0.66	0.59	1.37	1.08	0.85	0.46	0.98	0.33	0.49	0.50	0.68