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Gaussian Head Avatar：人头重建可达到2K分辨率 - 知乎
本文提出了由可控的3D Gaussians表示的头像建模方法， Gaussian Head Avatar，优化 neutral 3D Gaussians 和 基于MLP的形变场（MLP-based deformation field），以捕捉复杂的面部表情。 这两个部分相辅相成，可以在确保表情准确性的同时建模细粒度的动态细节。 此外，本文设计了一种基于 隐式SDF 和 Deep Marching Tetrahedra 的几何引导初始化策略，以确保训练过程的稳定性和收敛性。 结果：能达到 2K 分辨率的渲染质量，而且能很好地handle夸张表情。 在稀疏视 …