The Challenge
Creating high-fidelity, animatable 3D talking heads is essential for VR, gaming, and telepresence. However, reconstructing these avatars from consumer-grade videos often results in low-resolution (LR) models with blurry textures and missing details.
Our Solution
We introduce SuperHead, a novel framework designed to super-resolve low-quality animatable 3D head avatars. Unlike traditional methods that simply upscale 2D frames, SuperHead directly upsamples the 3D avatar itself.
Key Value Proposition
By leveraging the rich prior knowledge of 3D generative models, we transform degraded, low-quality inputs into photorealistic 3D avatars that maintain high-fidelity geometry and temporal consistency during animation.