Unconstrained Head Pose Estimation in the Wild: A Semi-Supervised Approach

The authors propose a semi-supervised unconstrained head pose estimation (SemiUHPE) method that can leverage a large amount of unlabeled wild head images to improve performance and generalization, addressing the limitations of existing head pose estimation datasets.