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PhoMoH: Implicit Photorealistic 3D Models of Human Heads

PhoMoH: Implicit Photorealistic 3D Models of Human Heads

We present PhoMoH ['fo℧.mo℧'], a neural network methodology to construct generative models of photorealistic 3D geometry and appearance of human heads including hair, beards, an oral cavity, and clothing. In contrast to prior work, PhoMoH models the human head using neural fields, thus supporting complex topology. Instead of learning a …