论文标题
虚拟拟合的现实，动画的人类重建
Realistic, Animatable Human Reconstructions for Virtual Fit-On
论文作者
论文摘要
我们提出了端到端的虚拟试管管道，可以在个性化的3-D人类模型上安装不同的衣服，并使用单个RGB图像重建。我们的主要思想是在3-D虚拟环境中构建动画的3D人体模型，并在3D虚拟环境中尝试不同的衣服。 3-D人类模型的框架体积重建的现有框架是高度资源要求的，不允许衣服切换。此外，现有的虚拟拟合系统也缺乏现实主义，因为主要是2-D或不使用重建中用户的功能。这些缺点是由于人体或服装模型是2-D或在衣服模型中没有用户的面部特征。我们通过操纵3-D人体模型的参数表示来解决这些问题，并缝制从实际图像中重建的头部模型。将3-D服装模型拟合到参数化的人类模型上也可以调节到输入图像的身体形状。与最近的现有工作相比，我们的重建结果在视觉上更令人愉悦。
We present an end-to-end virtual try-on pipeline, that can fit different clothes on a personalized 3-D human model, reconstructed using a single RGB image. Our main idea is to construct an animatable 3-D human model and try-on different clothes in a 3-D virtual environment. The existing frame by frame volumetric reconstruction of 3-D human models are highly resource-demanding and do not allow clothes switching. Moreover, existing virtual fit-on systems also lack realism due to predominantly being 2-D or not using user's features in the reconstruction. These shortcomings are due to either the human body or clothing model being 2-D or not having the user's facial features in the dressed model. We solve these problems by manipulating a parametric representation of the 3-D human body model and stitching a head model reconstructed from the actual image. Fitting the 3-D clothing models on the parameterized human model is also adjustable to the body shape of the input image. Our reconstruction results, in comparison with recent existing work, are more visually-pleasing.
