动态Avatar:动态3D头部化身变形与表达式引导的高斯斯裂纹
IEEE transactions on visualization and computer graphics
|December 4, 2025
概括
DynAvatar通过将表达式引导的变形整合到3D高斯喷中来创建现实的3D头像. 这种新的框架增强了面部动画,用于沉浸式应用.
科学领域:
- 计算机图形 计算机图形
- 计算机视觉 计算机视觉
- 人与计算机的交互
背景情况:
- 生成高保真度的3D头部化身对于虚拟现实和游戏等沉浸式技术至关重要.
- 现有的方法在精确的非刚性面部变形和语义控制的表情合成方面扎.
研究的目的:
- 介绍DynAvatar,一个创新的框架,用于创建摄影逼真和情感共的3D头部化身.
- 为了实现细粒度,解剖学上有意义的面部动画与语义控制.
主要方法:
- DynAvatar集成了一个表达指导的高斯变形模块与3D高斯喷管道.
- 空间上下文嵌入机制在表达式生成过程中保持语义连贯性和空间一致性.
主要成果:
- 与最先进的方法相比,DynAvatar显著提高了视觉现实主义和表达忠实度.
- 该框架在各种数据集中展示了卓越的染质量.
结论:
- DynAvatar提供了一个强大的解决方案,用于生成高质量,富有表现力的3D头部化身.
- 该方法推进了用于沉浸式应用的3D化身创建的最新技术.
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