📁 computer vision
PanoHead
360° geometry-aware 3D full head synthesis
#computer vision
#3D reconstruction
#GAN
Product Details
PanoHead is a 360° geometry-aware 3D full-head synthesis method that can be trained solely on unstructured images from the wild to achieve high-quality view-consistent 360° full-head image synthesis with different appearances and detailed geometries.
Main Features
1
Adaptive image alignment trains robust 3D GAN 2
Three-grid neural volume representation avoids entanglement of frontal and backside features 3
Combined with 2D image segmentation prior knowledge to achieve combinable head synthesis under different backgrounds Target Users
Virtual character head modeling
3D head reconstruction
Head pose estimation
Face animation
Examples
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Realistic 3D head modeling for virtual characters
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Assisted head CT reconstruction to provide detailed head anatomy
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Multi-view pose estimation from single-view head images
Quick Access
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📁 computer vision
› AI avatar generation
› AI image generation