Sen-ching Cheung

Attention Mechanism Exploits Temporal Contexts: Real-Time 3D Human Pose Reconstruction

We propose a novel attention-based framework for 3D human pose estimation from a monocular video. Despite the general success of end-to-end deep learning paradigms, our approach is based on two key observations: (1) temporal incoherence and jitter are often yielded from a single frame prediction; (2…