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Jan, 2024
基于扩散的姿态优化与多假设生成的三维人体姿态估计
Diffusion-based Pose Refinement and Muti-hypothesis Generation for 3D Human Pose Estimaiton
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Hongbo Kang, Yong Wang, Mengyuan Liu, Doudou Wu, Peng Liu...
TL;DR
我们提出了一种基于扩散的优化框架DRPose来改进确定性模型的性能,并借助多噪声的多步骤优化和多假设预测,实现了适用于当前姿势基准的更合适的多假设预测。
Abstract
Previous
probabilistic models
for
3d human pose estimation
(3DHPE) aimed to enhance pose accuracy by generating multiple hypotheses. However, most of the hypotheses generated deviate substantially from the true p
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