IEEE

HR-GCN: 2D-3D Whole-body Pose Estimation with High-Resolution Graph Convolutional Network From a Monocular Camera

Abstract: 3D human pose estimation plays a vital role in applications such as action recognition, human-robot interaction, and immersive technologies. While traditional methods focus on coarse body ...
IEEE

PECC: Position Encoding Coordinate Classification System Design for Human Pose Estimation

Abstract: Coordinate classification is an efficient approach to 2-D human pose estimation (HPE), treating keypoint predictions as sub-pixel bins along horizontal and vertical axes, thereby avoiding ...
GitHub

Pose Detection

BlazePoseBarracuda is a human 2D/3D pose estimation neural network that runs the Mediapipe Pose (BlazePose) pipeline on the Unity Barracuda with GPU.
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 ...