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

Figure 1. Single-view textured human reconstruction. SiTH is a novel pipeline for creating high-quality and fully textured 3D human meshes from single images. We first hallucinate back-view appearances through an image-conditioned diffusion model, followed by the reconstruction of full-body textured meshes using both the front and back-view images. Our pipeline enables the creation of lifelike and diverse 3D humans from unseen photos (left) and AI-generated images (right).