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)

PDF Abstract

Code


No code implementations yet. Submit your code now
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK BENCHMARK
3D Human Pose Estimation HumanEva-I EDM Mean Reconstruction Error (mm) 26.9 # 7
3D Human Pose Estimation Leeds Sports Pose EDM Reprojection Error (CPM) 4.77 # 1

Methods used in the Paper


METHOD TYPE
🤖 No Methods Found Help the community by adding them if they're not listed; e.g. Deep Residual Learning for Image Recognition uses ResNet