HAVE-FUN: Human Avatar Reconstruction from Few-Shot Unconstrained Images

arXiv:2311.15672v2 Announce Type: replace
Abstract: As for human avatar reconstruction, contemporary techniques commonly necessitate the acquisition of costly data and struggle to achieve satisfactory results from a small number of casual images. In this paper, we investigate this task from a few-shot unconstrained photo album. The reconstruction of human avatars from such data sources is challenging because of limited data amount and dynamic articulated poses. For handling dynamic data, we integrate a skinning mechanism with deep marching tetrahedra (DMTet) to …

arxiv avatar cs.cv few-shot fun human images type