A Survey on Human Pose Estimation

作者：Zhang, Hong-Bo; Lei, Qing; Zhong, Bi-Neng; Du, Ji-Xiang^*; Peng, JiaLin

来源：Intelligent Automation and Soft Computing, 2016, 22(3): 483-489.

DOI：10.1080/10798587.2015.1095419

• Human pose estimation
• depth-based approaches
• traditional image-based methods

Human pose estimation has attracted widespread attention due to its important application value and theoretical significance. A systemic survey of human pose estimation would be very meaningful. However, relevant studies have significantly lagged behind in this respect. To this end, we discuss the difficulties of human pose estimation and give a data-driven overview of recent approaches to performing human pose estimation, including depth-based approaches and traditional image-based methods. While the focus of this study is on approaches using depth and RGB image data, we also discuss human pose estimation methods based on object detection and action recognition. Finally, we give some analysis advice to researchers.

• 出版日期2016
• 单位华侨大学