Strong Appearance and Expressive Spatial Models for Human Pose Estimation

This paper demonstrates that even a basic tree-structure spatial human body model achieves state-of-the-art performance when augmented with the proper appearance representation, and shows that the combination of the best performing appearance model with a flexible image-conditioned spatial model achieves the best result.