GitHub

PersPose: 3D Human Pose Estimation with Perspective Encoding and Perspective Rotation

This is the offical Pytorch implementation of PersPose, which estimates the 3D positions of joints from individual images. Below is the overall framework. We design Perspective Encoding (PE) to encode ...
GitHub

Towards Unconstrained 2D Pose Estimation of the Human Spine

Abstract: We present SpineTrack, the first comprehensive dataset for 2D spine pose estimation in unconstrained settings, addressing a crucial need in sports analytics, healthcare, and realistic ...
IEEE

Revising Representation and Target Deviations for Accurate Human Pose Estimation

Abstract: Owing to the normalized instance scales and robust supervision, heatmap-based human pose estimation (HPE) methods with top-down paradigm have achieved a dominant performance. However, there ...
IEEE

ECTFormer: Efficient CNN-Transformer Network for Uncalibrated Multi-view 3D Human Pose Estimation

Abstract: Single-view camera sensors suffer from inherent depth blurring issues that hinder progress in 3D human pose estimation (HPE), sparking widespread research interest in multi-view camera ...