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 and the corresponding SMPL-X model to obtain a partially sampled semantic mesh and then generates the complete semantic mesh by our specifically designed self-supervised completion and refinement networks. Using the complete semantic mesh as a basis%2C we employ a texture diffusion model to create human textures that are driven by both images and texts. Our reconstructed meshes have stable UV unwrapping%2C high-quality triangle meshes%2C and consistent semantic information. The given SMPL-X model provides semantic information and shape priors%2C allowing SHERT to perform well even with incorrect and incomplete inputs. The semantic information also makes it easy to substitute and animate different body parts such as the face%2C body%2C and hands. Quantitative and qualitative experiments demonstrate that SHERT is capable of producing high-fidelity and robust semantic meshes that outperform state-of-the-art methods.?quality=80&w=800)
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The Human Element
Despite the technological advancements, the core of this movement remains deeply human. It is about creating spaces that resonate with our biological need for connection—to nature, to each other, and to ourselves.
As we move forward into 2026, we expect to see this trend accelerate, moving from high-end commercial projects to residential developments and public infrastructure.