Alan Ka Wei Tiong

Three-dimensional Pose Refinement with Spatial-Temporal Transformer Mechanism

Deep learning-based human pose estimation extracts the human skeleton from a series of motions for computer vision applications, including rehabilitation, gaming, and sports analysis. The challenges of 2D human pose estimation lead to poor joint estimation due to depth ambiguity and joint occlusion. Current methods foc...