BriefGPT.xyz
Jul, 2018
深度自编码器用于联合人体姿态估计和身体模型升级
Deep Autoencoder for Combined Human Pose Estimation and body Model Upscaling
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Matthew Trumble, Andrew Gilbert, Adrian Hilton, John Collomosse
TL;DR
采用对称卷积自动编码器训练并学习人体三维姿态和身体形状，结合高级的远距离相机视角，能够实时进行人体行为监测并准确估计人体姿态和形状。
Abstract
We present a method for simultaneously estimating
3d human pose
and
body shape
from a sparse set of
wide-baseline camera views
. We train a
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