PanoHead
Geometry-aware 3D full-head synthesis in 360°
PanoHead launched on July 3, 2023 with 118 votes, #444 of 4,347 launches that month and more than 75% of that year's launches. The site was still online in September 2026, 3 years on.
What it does
PanoHead is a new 3D generative model that creates realistic images of human heads from any angle. It improves on existing models by maintaining 3D consistency and diverse appearances, reconstructing 3D heads from single images for personalized avatars.
PanoHead: Geometry-Aware 3D Full-Head Synthesis in 360°
Synthesis and reconstruction of 3D human head has gained increasing interests in computer vision and computer graphics recently. Existing state-of-the-art 3D generative adversarial networks (GANs) for 3D human head synthesis are either limited to near-frontal views or hard to preserve 3D consistency in large view angles. We propose PanoHead, the first 3D-aware generative model that enables high-quality view-consistent image synthesis of full heads in 360° with diverse appearance and detailed geometry using only in-the-wild unstructured images for training. At its core, we lift up the representation power of recent 3D GANs and bridge the data alignment gap when training from in-the-wild…from sizhean.github.io
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