Human Pose-based Estimation, Tracking and Action Recognition with Deep Learning: A Survey

no code implementations • 19 Oct 2023 • Lijuan Zhou, Xiang Meng, Zhihuan Liu, Mengqi Wu, Zhimin Gao, Pichao Wang

This paper presents a comprehensive survey of pose-based applications utilizing deep learning, encompassing pose estimation, pose tracking, and action recognition. Pose estimation involves the determination of human joint positions from images or image sequences.

2D Pose Estimation 3D Pose Estimation +3