BriefGPT.xyz
Mar, 2019
DenseBody:从单幅彩色图像直接回归密集式三维人体姿势和形状
DenseBody: Directly Regressing Dense 3D Human Pose and Shape From a Single Color Image
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Pengfei Yao, Zheng Fang, Fan Wu, Yao Feng, Jiwei Li
TL;DR
本文提出使用卷积神经网络和编码器-解码器神经网络从单张彩色图像中直接回归3D人体网格,利用高效的3D人体形状和姿势表示方法,在Human3.6M、SURREAL和UP-3D等多个3D人体数据集上实现了最新性能。
Abstract
Recovering
3d human body shape
and pose from
2d images
is a challenging task due to high complexity and flexibility of human body, and relatively less 3D labeled data. Previous methods addressing these issues typ
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