DensePose: Dense Human Pose Estimation In The Wild

September 2020

tl;dr: Annotating human surface correspondence on RGB images and adapt Mask RCNN for prediction.

Overall impression

The paper proposed DensePose COCO dataset, and establishes dense correspondences between an RGB image and a surface-based representation of the human body.

Key ideas

Technical details