3 papers
cs.CV2026
AugLift: Depth-Aware Input Reparameterization Improves Domain Generalization in 2D-to-3D Pose Lifting
Nikolai Warner, Wenjin Zhang, Hamid Badiozamani +2
Lifting-based 3D human pose estimation infers 3D joints from 2D keypoints but generalizes poorly because coordinates alone are an ill-posed, sparse representation that disc…
cs.CV2026
Crowded Video Individual Counting Informed by Social Grouping and Spatial-Temporal Displacement Priors
Hao Lu, Xuhui Zhu, Wenjing Zhang +2
Video Individual Counting (VIC) is a recently introduced task aiming to estimate pedestrian flux from a video. It extends Video Crowd Counting (VCC) beyond the per-frame pedestrian…
cs.CV2025
A Coarse-to-Fine Human Pose Estimation Method based on Two-stage Distillation and Progressive Graph Neural Network
Zhangjian Ji, Wenjin Zhang, Shaotong Qiao +2
Human pose estimation has been widely applied in the human-centric understanding and generation, but most existing state-of-the-art human pose estimation methods require heavy comp…