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Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization.

CVPR, pp.12793-12802, (2021)

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Abstract

We introduce a novel representation learning method to disentangle pose-dependent as well as view-dependent factors from 2D human poses. The method trains a network using cross-view mutual information maximization (CV-MIM) which maximizes mutual information of the same pose performed from different viewpoints in a contrastive learning m...More

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Author
Long Zhao
Long Zhao
Yuxiao Wang
Yuxiao Wang
Liangzhe Yuan
Liangzhe Yuan
Jennifer J. Sun
Jennifer J. Sun
Xi Peng
Xi Peng
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