Compositional Human Pose Regression

Understand

Regression based methods are not performing as well as detection based methods for human pose estimation.

• A central problem is that the structural information in the pose is not well exploited in the previous regression methods.
• In this work, we propose a structure-aware regression approach.
• It adopts a reparameterized pose representation using bones instead of joints.