Diffusion-based Pose Refinement and Muti-hypothesis Generation for 3D Human Pose Estimaiton

1 code implementation • 10 Jan 2024 • Hongbo Kang, Yong Wang, Mengyuan Liu, Doudou Wu, Peng Liu, Xinlin Yuan, Wenming Yang

To address these two challenges, we propose a diffusion-based refinement framework called DRPose, which refines the output of deterministic models by reverse diffusion and achieves more suitable multi-hypothesis prediction for the current pose benchmark by multi-step refinement with multiple noises.

3D Human Pose Estimation Denoising