Wayne B Hayes*

Human Pose Recognition via Occlusion-Preserving Abstract Images

"Existing 2D-to-3D pose lifting networks suffer from poor performance in cross-dataset benchmarks. Although 2D keypoints joined by “stick-figure” limbs is the dominant trend, stick-figures do not preserve occlusion information that is inherent in an image, resulting in significant ambiguities that a…