2 papers
cs.CV2025
StarPose: 3D Human Pose Estimation via Spatial-Temporal Autoregressive Diffusion
Haoxin Yang, Weihong Chen, Xuemiao Xu +5
Monocular 3D human pose estimation remains a challenging task due to inherent depth ambiguities and occlusions. Compared to traditional methods based on Transformers or Convolution…
cs.CV2025
SCJD: Sparse Correlation and Joint Distillation for Efficient 3D Human Pose Estimation
Weihong Chen, Xuemiao Xu, Haoxin Yang +5
Existing 3D Human Pose Estimation (HPE) methods achieve high accuracy but suffer from computational overhead and slow inference, while knowledge distillation methods fail to addres…