SiTH: Single-view Textured Human Reconstruction with Image-Conditioned Diffusion

arXiv:2311.15855v2 Announce Type: replace
Abstract: A long-standing goal of 3D human reconstruction is to create lifelike and fully detailed 3D humans from single-view images. The main challenge lies in inferring unknown body shapes, appearances, and clothing details in areas not visible in the images. To address this, we propose SiTH, a novel pipeline that uniquely integrates an image-conditioned diffusion model into a 3D mesh reconstruction workflow. At the core of our method lies the decomposition of the challenging single-view reconstruction …

arxiv cs.cv diffusion human image sith type view