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most citedManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose Estimation

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cs.CV2023★ 1 cited

ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose Estimation

Cédric Rommel, Victor Letzelter, Nermin Samet +4

We propose ManiPose, a manifold-constrained multi-hypothesis model for human-pose 2D-to-3D lifting. We provide theoretical and empirical evidence that, due to the depth ambiguity i…

cs.CV2023

DiffHPE: Robust, Coherent 3D Human Pose Lifting with Diffusion

Cédric Rommel, Eduardo Valle, Mickaël Chen +4

We present an innovative approach to 3D Human Pose Estimation (3D-HPE) by integrating cutting-edge diffusion models, which have revolutionized diverse fields, but are relatively un…