Sphere Face Model: A 3D morphable model with hypersphere manifold latent space using joint 2D/3D training

Abstract 3D morphable models (3DMMs) are generative models for face shape and appearance. Recent works impose face recognition constraints on 3DMM shape parameters so that the face shapes of the same person remain consistent. However, the shape parameters of traditional 3DMMs satisfy the multivariat...

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Principais autores:	Diqiong Jiang, Yiwei Jin, Fang-Lue Zhang, Zhe Zhu, Yun Zhang, Ruofeng Tong, Min Tang
Format:	Artigo
Jezik:	Inglês
Izdano:	Tsinghua University Press 2023-01-01
Serija:	Computational Visual Media
Teme:	facial modeling deep learning face reconstruction 3D morphable model (3DMM)
Online dostop:	https://doi.org/10.1007/s41095-022-0286-4
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