AMPose: Alternatively Mixed Global-Local Attention Model for 3D Human Pose Estimation. (arXiv:2210.04216v2 [cs.CV] UPDATED)

The graph convolutional network has been applied to 3D human pose estimation.
In addition, the pure transformer model recently show the promising result in
the video-based method. However, the single-frame method still need to model
the physically connected relations among joints because the feature
representation transformed only by the global attention has the lack of the
relationships of human skeleton. We propose a novel architecture to combine the
physically connected and global relations among joints in human.

We evaluate our …

arxiv attention global human local attention mixed