Compositional Human Pose Regression

• Published in: Proceedings / IEEE International Conference on Computer Vision pp. 2621 - 2630
• Main Authors: Xiao Sun, Jiaxiang Shang, Shuang Liang, Yichen Wei
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.10.2017
• Subjects: Bones; Heating systems; Joints; Pose estimation; Solid modeling; Three-dimensional displays; Two dimensional displays
• ISSN: 2380-7504
• DOI: 10.1109/ICCV.2017.284

Regression based methods are not performing as well as detection based methods for human pose estimation. A central problem is that the structural information in the pose is not well exploited in the previous regression methods. In this work, we propose a structure-aware regression approach. It adop...