PartNerFace adds a part-based deformation field of local MLPs to neural radiance fields, using inverse skinning from a parametric head model, to improve generalization to new expressions and capture fine-scale motions in facial avatars.
InProceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
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PartNerFace: Part-based Neural Radiance Fields for Animatable Facial Avatar Reconstruction
PartNerFace adds a part-based deformation field of local MLPs to neural radiance fields, using inverse skinning from a parametric head model, to improve generalization to new expressions and capture fine-scale motions in facial avatars.