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 101–150 of 191 papers

TitleStatusHype
SignMusketeers: An Efficient Multi-Stream Approach for Sign Language Translation at Scale—0
Similarity Registration Problems for 2D/3D Ultrasound Calibration—0
Statistical Sensor Fusion of a 9-DoF MEMS IMU for Indoor Navigation—0
Stereo Vision-based Semantic 3D Object and Ego-motion Tracking for Autonomous Driving—0
TesseTrack: End-to-End Learnable Multi-Person Articulated 3D Pose Tracking—0
Towards Better Robustness: Progressively Joint Pose-3DGS Learning for Arbitrarily Long Videos—0
UniQuadric: A SLAM Backend for Unknown Rigid Object 3D Tracking and Light-Weight Modeling—0
Variational Inference and Learning of Piecewise-linear Dynamical Systems—0
V-Hands: Touchscreen-based Hand Tracking for Remote Whiteboard Interaction—0
V-HOP: Visuo-Haptic 6D Object Pose Tracking—0
VIPose: Real-time Visual-Inertial 6D Object Pose Tracking—0
Visibility Constrained Generative Model for Depth-based 3D Facial Pose Tracking—0
Visual Representation Learning with Stochastic Frame Prediction—0
Whole-body End-Effector Pose Tracking—0
15 Keypoints Is All You Need—0
You Only Scan Once: A Dynamic Scene Reconstruction Pipeline for 6-DoF Robotic Grasping of Novel Objects—0
3D Hand Pose Tracking and Estimation Using Stereo Matching—0
3D Human Pose Estimation for Free-form Activity Using WiFi Signals—0
3D Human Pose Estimation for Free-from and Moving Activities Using WiFi—0
6D Object Pose Tracking in Internet Videos for Robotic Manipulation—0
6DOPE-GS: Online 6D Object Pose Estimation using Gaussian Splatting—0
6N-DoF Pose Tracking for Tensegrity Robots—0
A Data-driven Approach for Human Pose Tracking Based on Spatio-temporal Pictorial Structure—0
A Gated Attention Transformer for Multi-Person Pose Tracking—0
A Generative Model for Depth-Based Robust 3D Facial Pose Tracking—0
A Modular Edge Device Network for Surgery Digitalization—0
AnimePose: Multi-person 3D pose estimation and animation—0
Are High-Resolution Event Cameras Really Needed?—0
A Simple Baseline for Pose Tracking in Videos of Crowded Scenes—0
A Top-down Approach to Articulated Human Pose Estimation and Tracking—0
Attainable Force Approximation and Full-Pose Tracking Control of an Over-Actuated Thrust-Vectoring Modular Team UAV—0
A Unified Multi-view Multi-person Tracking Framework—0
Automated Tracking of Primate Behavior—0
A Wide-area, Low-latency, and Power-efficient 6-DoF Pose Tracking System for Rigid Objects—0
Breathless: An 8-hour Performance Contrasting Human and Robot Expressiveness—0
Bring Your Rear Cameras for Egocentric 3D Human Pose Estimation—0
Camera Pose Filtering with Local Regression Geodesics on the Riemannian Manifold of Dual Quaternions—0
Combining detection and tracking for human pose estimation in videos—0
Comparison of Visual Trackers for Biomechanical Analysis of Running—0
Counter-Hypothetical Particle Filters for Single Object Pose Tracking—0
Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview—0
Design, Implementation and Evaluation of an External Pose-Tracking System for Underwater Cameras—0
Dynamic Point Maps: A Versatile Representation for Dynamic 3D Reconstruction—0
DyWA: Dynamics-adaptive World Action Model for Generalizable Non-prehensile Manipulation—0
Efficient Circle-Based Camera Pose Tracking Free of PnP—0
Efficient Online Multi-Person 2D Pose Tracking with Recurrent Spatio-Temporal Affinity Fields—0
Efficient Pose Tracking from Natural Features in Standard Web Browsers—0
Evaluation of Pose Tracking Accuracy in the First and Second Generations of Microsoft Kinect—0
Event-based Camera Tracker by t NeRF—0
EVI-SAM: Robust, Real-time, Tightly-coupled Event-Visual-Inertial State Estimation and 3D Dense Mapping—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