OpenCodePapers
multi-hypotheses-3d-human-pose-estimation-on-2
Pose Estimation
3D Human Pose Estimation
Multi-Hypotheses 3D Human Pose Estimation
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Best-Hypothesis PMPJPE (n = 25)
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H36M PMPJPE (n = 25)
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Best-Hypothesis MPJPE (n = 25)
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Most-Likely Hypothesis PMPJPE (n = 1)
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H36M PMPJPE (n = 1)
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ModelName
ReleaseDate
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MHEntropy: Entropy Meets Multiple Hypotheses for Pose and Shape Recovery
✓ Link
50.6
36.8
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MHEntropy (3D)
2023-01-01
Probabilistic Modeling for Human Mesh Recovery
✓ Link
60.1
36.8
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67.3
41.2
ProHMR
2021-08-26
3D Multi-bodies: Fitting Sets of Plausible 3D Human Models to Ambiguous Image Data
64.2
42.2
90.0
67.8
41.6
3D Multi-bodies
2020-11-02
MHEntropy: Entropy Meets Multiple Hypotheses for Pose and Shape Recovery
✓ Link
66.4
51.3
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MHEntropy (2D Vis)
2023-01-01
Generating Multiple Hypotheses for 3D Human Pose Estimation with Mixture Density Network
✓ Link
69.5
42.7
91.5
74.7
44.8
SMPL-MDN (by 3D Multi-bodies)
2019-04-11
3D Multi-bodies: Fitting Sets of Plausible 3D Human Models to Ambiguous Image Data
75.1
46.2
109.7
76.5
46.7
SMPL-CVAE
2020-11-02
Probabilistic Modeling for Human Mesh Recovery
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82.6
64.3
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-
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ProHMR (2D Vis, by MHEntropy)
2021-08-26
End-to-end Recovery of Human Shape and Pose
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85.2
67.4
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85.2
67.4
HMR (2D Vis, by MHEntropy)
2017-12-18
End-to-end Recovery of Human Shape and Pose
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56.8
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56.8
HMR
2017-12-18
HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution Estimation
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HuManiFlow
2023-05-11