3D Human Pose Estimation from a Single Image via Distance Matrix Regression

CVPR 2017 Francesc Moreno-Noguer

This paper addresses the problem of 3D human pose estimation from a single image. We follow a standard two-step pipeline by first detecting the 2D position of the $N$ body joints, and then using these observations to infer 3D pose... (read more)

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Evaluation results from the paper

Task Dataset Model Metric name Metric value Global rank Compare
3D Human Pose Estimation HumanEva-I EDM Mean Reconstruction Error (mm) 26.9 # 5
3D Human Pose Estimation Leeds Sports Pose EDM Reprojection Error (CPM) 4.77 # 1