SOTAVerified

Pose Tracking

Pose Tracking is the task of estimating multi-person human poses in videos and assigning unique instance IDs for each keypoint across frames. Accurate estimation of human keypoint-trajectories is useful for human action recognition, human interaction understanding, motion capture and animation.

Source: LightTrack: A Generic Framework for Online Top-Down Human Pose Tracking

Papers

Showing 151191 of 191 papers

TitleStatusHype
Efficient Circle-Based Camera Pose Tracking Free of PnP0
Movement science needs different pose tracking algorithms0
Large-scale, real-time visual-inertial localization revisited0
Pose estimator and tracker using temporal flow maps for limbs0
PoseRBPF: A Rao-Blackwellized Particle Filter for 6D Object Pose TrackingCode0
Low-latency Visual SLAM with Appearance-Enhanced Local Map Building0
LightTrack: A Generic Framework for Online Top-Down Human Pose TrackingCode0
Visibility Constrained Generative Model for Depth-based 3D Facial Pose Tracking0
Multigrid Predictive Filter Flow for Unsupervised Learning on VideosCode0
Multi-person Articulated Tracking with Spatial and Temporal Embeddings0
Human Pose Estimation using Motion Priors and Ensemble Models0
A Top-down Approach to Articulated Human Pose Estimation and Tracking0
Efficient Online Multi-Person 2D Pose Tracking with Recurrent Spatio-Temporal Affinity Fields0
Explicit Spatiotemporal Joint Relation Learning for Tracking Human Pose0
Deep Model-Based 6D Pose Refinement in RGBCode0
Good Line Cutting: towards Accurate Pose Tracking of Line-assisted VO/VSLAM0
Stereo Vision-based Semantic 3D Object and Ego-motion Tracking for Autonomous Driving0
A Region-based Gauss-Newton Approach to Real-Time Monocular Multiple Object TrackingCode0
Robust pose tracking with a joint model of appearance and shape0
PoseFlow: A Deep Motion Representation for Understanding Human Behaviors in Videos0
Joint Flow: Temporal Flow Fields for Multi Person Tracking0
Efficient Pose Tracking from Natural Features in Standard Web Browsers0
Learning to Refine Human Pose Estimation0
Statistical Sensor Fusion of a 9-DoF MEMS IMU for Indoor Navigation0
Pose Flow: Efficient Online Pose TrackingCode0
Detect-and-Track: Efficient Pose Estimation in VideosCode0
PoseTrack: A Benchmark for Human Pose Estimation and TrackingCode0
A Generative Model for Depth-Based Robust 3D Facial Pose Tracking0
Camera Pose Filtering with Local Regression Geodesics on the Riemannian Manifold of Dual Quaternions0
Real-time Hand Tracking under Occlusion from an Egocentric RGB-D Sensor0
Capturing Hand Motion with an RGB-D Sensor, Fusing a Generative Model with Salient PointsCode0
Google Map Aided Visual Navigation for UAVs in GPS-denied Environment0
Keyframe-Based Visual-Inertial Online SLAM with Relocalization0
PoseTrack: Joint Multi-Person Pose Estimation and TrackingCode0
3D Hand Pose Tracking and Estimation Using Stereo Matching0
A Data-driven Approach for Human Pose Tracking Based on Spatio-temporal Pictorial Structure0
Similarity Registration Problems for 2D/3D Ultrasound Calibration0
Evaluation of Pose Tracking Accuracy in the First and Second Generations of Microsoft Kinect0
Event-based Camera Pose Tracking using a Generative Event ModelCode0
Human Shape and Pose Tracking Using Keyframes0
Single camera pose estimation using Bayesian filtering and Kinect motion priorsCode0
Show:102550
← PrevPage 4 of 4Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DetTrackMOTA64.09Unverified
2KeyTrackMOTA61.15Unverified
3LightTrackMOTA58.01Unverified
4HRNet-W48 COCOMOTA57.93Unverified
5MSRA (FlowTrack)MOTA57.81Unverified
6TML++ (MIPAL)MOTA54.46Unverified
7STAFMOTA53.81Unverified
8ProTrackerMOTA51.82Unverified
9PoseFlowMOTA50.98Unverified
10PoseTrackMOTA48.37Unverified
#ModelMetricClaimedVerifiedStatus
1DetTrackMOTA64.3Unverified
2UniTrackMOTA63.5Unverified
34DHumans + ViTDetMOTA61.9Unverified
4MSRAMOTA61.37Unverified
5TML++ (MIPAL)MOTA54.86Unverified
#ModelMetricClaimedVerifiedStatus
1PoseTrackMOTA28.2Unverified