TL;DR该论文提出了一种基于卷积神经网络的直接预测方法,将参数化的统计全身形状模型与2D关键点和掩膜相结合,实现从单张彩色图像中估计全身的 3D 姿态和形状,得到了比先前基准更好的结果。
Abstract
This work addresses the problem of estimating the full body 3d human pose and shape from a single color image. This is a task where iterative optimization-based solutions have typically prevailed, while convolutional ne