PoseTrackPapers

Datasets

• PoseTrack Paper Address
• JTA Code

先验知识

• Simple Baselines for Human Pose Estimation and Tracking(2018ECCV): Optical Flow Code

• Pose Flow: Efficient Online Pose Tracking(2018BMVC)Paper Code

• Towards Multi-Person Pose Tracking: Bottom-up and Top-down Methods Paper

• Detect-and-Track: Efficient Pose Estimation in Videos(2018CVPR): Paper Code

• Arttrack: Articulated multi-person tracking in the wild Paper

• PoseTrack: Joint Multi-Person Pose Estimation and Tracking(2017CVPR) Paper Code

ReID method

• FastPose: Towards Real-time Pose Estimation and Tracking via Scale-normalized Multi-task Networks Paper

• LightTrack: A Generic Framework for Online Top-Down Human Pose Tracking(CVPR2020) Paper Code

• 15 Keypoints Is All You Need (2019)Paper

时空关系

• Global Pose Refinement using Bidirectional Long-Short Term Memory Paper

• JointFlow: Temporal Flow Fields for Multi Person Pose Tracking Paper

• Learning to Detect and Track Visible and Occluded Body Joints in a Virtual World Paper

• Multi-person Articulated Tracking with Spatial and Temporal Embeddings(2019CVPR) Paper

• Efficient online multi-person 2d pose tracking with recurrent spatio-temporal affinity fields (CVPR 2019) Paper Code

• Pose estimator and tracker using temporal flow maps for limbs Paper

万能的热力图

• Combining detection and tracking for human pose estimation in videosPaper

3D pose tracking

• Multi-person 3D Pose Estimation and Tracking in Sports Paper
• Cross-View Tracking for Multi-Human 3D Pose Estimation at over 100 FPS Paper

Other

• Movement science needs different pose tracking algorithms Paper