1 code implementation • 25 Nov 2021 • Sen yang, Zhicheng Wang, Ze Chen, YanJie Li, Shoukui Zhang, Zhibin Quan, Shu-Tao Xia, Yiping Bao, Erjin Zhou, Wankou Yang
This paper presents a new method to solve keypoint detection and instance association by using Transformer.
Ranked #10 on Multi-Person Pose Estimation on MS COCO
1 code implementation • 29 Mar 2021 • Ziyu Li, Yuncong Yao, Zhibin Quan, Wankou Yang, Jin Xie
Specifically, we design the Spatial Information Enhancement (SIE) module to predict the spatial shapes of the foreground points within proposals, and extract the structure information to learn the representative features for further box refinement.
1 code implementation • ICCV 2021 • Sen yang, Zhibin Quan, Mu Nie, Wankou Yang
While CNN-based models have made remarkable progress on human pose estimation, what spatial dependencies they capture to localize keypoints remains unclear.
Ranked #3 on Pose Estimation on OCHuman (Validation AP metric)