Learning from Abstract Images: on the Importance of Occlusion in a Minimalist Encoding of Human Poses

Saad Manzur, Wayne Hayes

Existing 2D-to-3D pose lifting networks suffer from poor performance in cross-dataset benchmarks. Although the use of 2D keypoints joined by "stick-figure" limbs has shown promise…