68 citations · 244 across the 21 of their papers we have counts for
Showing 2017Show all
3 papers · 1 filter
cs.CV2017★ 16 cited
Integral Human Pose Regression
Xiao Sun, Bin Xiao, Fangyin Wei +2
State-of-the-art human pose estimation methods are based on heat map representation. In spite of the good performance, the representation has a few issues in nature, such as not di…
cs.CV2017★ 68 cited
Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach
Xingyi Zhou, Qixing Huang, Xiao Sun +2
In this paper, we study the task of 3D human pose estimation in the wild. This task is challenging due to lack of training data, as existing datasets are either in the wild images…
cs.CV2017★ 55 cited
Compositional Human Pose Regression
Xiao Sun, Jiaxiang Shang, Shuang Liang +1
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 we…