notesum.ai

Published at November 5

HFGaussian: Learning Generalizable Gaussian Human with Integrated Human Features

cs.CV

cs.AI

Released Date: November 5, 2024

Authors: Arnab Dey¹, Cheng-You Lu², Andrew I. Comport¹, Srinath Sridhar³, Chin-Teng Lin², Jean Martinet¹

Aff.: ¹I3S-CNRS/University Côte d'Azur; ²University of Technology Sydney; ³Brown University

Arxiv: http://arxiv.org/abs/2411.03086v1

Refer to caption

		Image		Dense Pose	3D Pose	2D Pose	Inference Time
Method	PSNR $\uparrow$	SSIM $\uparrow$	LPIPS $\downarrow$	MSE $\downarrow$	MPJPE $\downarrow$	PCK $\uparrow$	FPS $\uparrow$
ENeRF [33]	32.51	0.9823	0.0245	-	-	-	28.97
GPS-Gaussian [73]	32.55	0.9737	0.0300	-	-	-	32.02
GHNeRF [13]	32.98	0.9839	0.0210	0.0020	-	0.6767	11.22
Ours	32.43	0.9734	0.0303	0.0017	0.0704	0.8707	24.37