notesum.ai

Published at December 10

Proc-GS: Procedural Building Generation for City Assembly with 3D Gaussians

cs.CV

Released Date: December 10, 2024

Authors: Yixuan Li¹, Xingjian Ran², Linning Xu¹, Tao Lu³, Mulin Yu², Zhenzhi Wang¹, Yuanbo Xiangli⁴, Dahua Lin¹, Bo Dai⁵

Aff.: ¹The Chinese University of Hong Kong; ²Shanghai Artificial Intelligence Laboratory; ³Brown University; ⁴Cornell University; ⁵The University of Hong Kong

Arxiv: http://arxiv.org/pdf/2412.07660v1

Data Type	Method	PSNR $\uparrow$	SSIM $\uparrow$	LPIPS $\downarrow$	#GS (k) $\downarrow$
Synthetic	3D-GS	27.54	0.910	0.108	1,238
Synthetic	Proc-GS (ours)	27.68	0.917	0.102	291
Real	3D-GS	27.38	0.858	0.192	500
Real	Proc-GS (ours)	27.19	0.853	0.196	384