一个文本到3D框架,用于联合生成CG准备的人类和兼容服装
IEEE transactions on visualization and computer graphics
|February 27, 2026
概括
裁是一个新的文本到3D框架,可以创建现实的3D人类化身与模拟准备的服装. 这种集成管道简化了为各种应用程序生成计算机图形准备模型.
科学领域:
- 计算机图形 计算机图形
- 人工智能的人工智能
- 3D 建模 3D 建模
背景情况:
- 用定制服装生成3D人类化身是复杂而劳动密集的.
- 现有的3D人类和服装的生成人工智能缺乏集成的,可访问的CG准备资产管道.
- 目前的方法难以生产既视觉准确又与物理模拟兼容的服装.
研究的目的:
- 推出Tailor,一个集成的文本到3D框架,用于生成高保真,可定制的3D化身与模拟准备的服装.
- 为创建计算机图形准备的3D模型提供可访问和高效的管道.
- 为了实现下游任务,例如使用生成的化身和服装进行物理模拟.
主要方法:
- 使用大型语言模型对文本描述进行语义解析,将其转化为化身和服装参数.
- 采用拓维护变形与几何损失的几何意识的服装生成与身体对齐.
- 实施一种新的多视图扩散工艺,以实现一致和详细的服装纹理,支持对称性.
主要成果:
- 裁从文本描述中生成高保真,可定制的3D化身与模拟准备的服装.
- 该框架产生了适合传统CG管道的多边形网格和链条表示的CG准备模型.
- 定量和定性评估表明,Tailor在忠实性,可用性和多样性方面超过了最先进的方法.
结论:
- 泰勒为虚拟人类和时尚提供了可访问的文本到3D内容创建的重大进步.
- 该框架成功地弥合了生成AI能力和实际CG生产需求之间的差距.
- 裁在生成多样化,高质量和模拟准备的3D化身与配套服装方面表现出卓越的性能.
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