Unsupervised 3D Human Pose Estimation

3 papers with code • 2 benchmarks • 2 datasets

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Most implemented papers

Unsupervised Cross-Modal Alignment for Multi-Person 3D Pose Estimation

revanurambareesh/multiperson ECCV 2020

Our approach not only generalizes to in-the-wild images, but also yields a superior trade-off between speed and performance, compared to prior top-down approaches.

Invariant Teacher and Equivariant Student for Unsupervised 3D Human Pose Estimation

sjtuxcx/ITES 17 Dec 2020

To handle the decomposition ambiguity in the teacher network, we propose a cycle-consistent architecture promoting a 3D rotation-invariant property to train the teacher network.

Unsupervised 3D Pose Estimation for Hierarchical Dance Video Recognition

garfield-kh/posetriplet ICCV 2021

Dance experts often view dance as a hierarchy of information, spanning low-level (raw images, image sequences), mid-levels (human poses and bodypart movements), and high-level (dance genre).