{"id":9,"date":"2025-05-09T20:02:45","date_gmt":"2025-05-09T20:02:45","guid":{"rendered":"https:\/\/mscvprojects.ri.cmu.edu\/2025team11\/?page_id=9"},"modified":"2025-12-12T21:00:50","modified_gmt":"2025-12-12T21:00:50","slug":"intro","status":"publish","type":"page","link":"https:\/\/mscvprojects.ri.cmu.edu\/2025team11\/","title":{"rendered":"Introduction"},"content":{"rendered":"\n
\"\"<\/figure>\n\n\n\n

The Challenge<\/strong><\/h2>\n\n\n\n

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.<\/p>\n\n\n\n

Our Solution<\/strong><\/h2>\n\n\n\n

We introduce SuperHead<\/strong>, 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.<\/p>\n\n\n\n

Key Value Proposition<\/strong><\/h2>\n\n\n\n

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.<\/p>\n\n\n\n

<\/p>\n","protected":false},"excerpt":{"rendered":"

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 … <\/p>\n

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