3 papers
cs.CV2021
TokenPose: Learning Keypoint Tokens for Human Pose Estimation
Yanjie Li, Shoukui Zhang, Zhicheng Wang +4
Human pose estimation deeply relies on visual clues and anatomical constraints between parts to locate keypoints. Most existing CNN-based methods do well in visual representation,…
cs.CV2020
TransPose: Keypoint Localization via Transformer
Sen Yang, Zhibin Quan, Mu Nie +1
While CNN-based models have made remarkable progress on human pose estimation, what spatial dependencies they capture to localize keypoints remains unclear. In this work, we propos…
cs.CV2019
Pose Neural Fabrics Search
Sen Yang, Wankou Yang, Zhen Cui
Neural Architecture Search (NAS) technologies have emerged in many domains to jointly learn the architectures and weights of the neural network. However, most existing NAS works cl…