BAG:身体对齐的3D可穿戴资产生成
IEEE transactions on visualization and computer graphics
|February 16, 2026
概括
我们介绍了Body Aligned Asset Generation (BAG),这是一种创建自动适合3D人体的3D可穿戴资产的新方法. 这种方法确保了虚拟应用程序的准确和多样化的资产生成.
科学领域:
- 计算机视觉 计算机视觉
- 计算机图形 计算机图形
- 人工智能的人工智能
背景情况:
- 一般的3D形状生成已经有了很大的进步.
- 自动生成和装配可穿戴3D资产仍然具有挑战性.
研究的目的:
- 介绍一种用于生成自动适应3D人体的3D可穿戴资产的方法.
- 使用人体形状和姿势信息来控制3D资产生成过程.
主要方法:
- 在Objaverse上训练了一个单图像到一致的多视图扩散模型.
- 开发了一个以身体为条件的多视图控制网络,使用2D身体投影作为控制信号.
- 使用原生3D扩散模型重建3D资产形状,并与轮监督和物理模拟进行精细的拟合.
主要成果:
- 该方法通过人体形状和姿势来生成与身体一致的多视图图像.
- 实现了准确的资产配套,减轻了透问题.
- 显著优于现有的方法在迅速的坚持,形状的多样性和质量.
结论:
- BAG有效地解决了自动可穿戴3D资产生成的差距.
- 拟议的方法允许精确地将产生的资产安装在目标3D人体上.
- 在生成多样化,高质量和合适的3D资产方面表现出卓越的性能.
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