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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 51–75 of 191 papers

TitleStatusHype
SRPose: Two-view Relative Pose Estimation with Sparse KeypointsCode1
PoseTrack21: A Dataset for Person Search, Multi-Object Tracking and Multi-Person Pose TrackingCode1
Breathless: An 8-hour Performance Contrasting Human and Robot Expressiveness—0
6D Object Pose Tracking in Internet Videos for Robotic Manipulation—0
3D Human Pose Estimation for Free-form Activity Using WiFi Signals—0
Evaluation of Pose Tracking Accuracy in the First and Second Generations of Microsoft Kinect—0
A Modular Edge Device Network for Surgery Digitalization—0
GS-SLAM: Dense Visual SLAM with 3D Gaussian Splatting—0
Efficient Pose Tracking from Natural Features in Standard Web Browsers—0
Event-based Camera Tracker by t NeRF—0
Efficient Online Multi-Person 2D Pose Tracking with Recurrent Spatio-Temporal Affinity Fields—0
EVI-SAM: Robust, Real-time, Tightly-coupled Event-Visual-Inertial State Estimation and 3D Dense Mapping—0
A Wide-area, Low-latency, and Power-efficient 6-DoF Pose Tracking System for Rigid Objects—0
Efficient Circle-Based Camera Pose Tracking Free of PnP—0
DyWA: Dynamics-adaptive World Action Model for Generalizable Non-prehensile Manipulation—0
A Generative Model for Depth-Based Robust 3D Facial Pose Tracking—0
Dynamic Point Maps: A Versatile Representation for Dynamic 3D Reconstruction—0
Automated Tracking of Primate Behavior—0
A Unified Multi-view Multi-person Tracking Framework—0
A Gated Attention Transformer for Multi-Person Pose Tracking—0
GSGTrack: Gaussian Splatting-Guided Object Pose Tracking from RGB Videos—0
Design, Implementation and Evaluation of an External Pose-Tracking System for Underwater Cameras—0
Attainable Force Approximation and Full-Pose Tracking Control of an Over-Actuated Thrust-Vectoring Modular Team UAV—0
A Data-driven Approach for Human Pose Tracking Based on Spatio-temporal Pictorial Structure—0
Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview—0
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All datasetsPoseTrack2017PoseTrack2018Multi-Person PoseTrack

Benchmark Results

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