Learning to regulate 3D head shape by removing occluding hair from in-the-wild images. (arXiv:2208.12078v1 [cs.CV])

Recent 3D face reconstruction methods reconstruct the entire head compared to
earlier approaches which only model the face. Although these methods accurately
reconstruct facial features, they do not explicitly regulate the upper part of
the head. Extracting information about this part of the head is challenging due
to varying degrees of occlusion by hair. We present a novel approach for
modeling the upper head by removing occluding hair and reconstructing the skin,
revealing information about the head shape. We introduce …

3d arxiv cv hair head images learning