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 126–150 of 191 papers

TitleStatusHype
For A More Comprehensive Evaluation of 6DoF Object Pose Tracking—0
FRAME: Floor-aligned Representation for Avatar Motion from Egocentric Video—0
From Neck to Head: Bio-Impedance Sensing for Head Pose Estimation—0
GaPT-DAR: Category-level Garments Pose Tracking via Integrated 2D Deformation and 3D Reconstruction—0
GelSight Wedge: Measuring High-Resolution 3D Contact Geometry with a Compact Robot Finger—0
GenPose: Generative Category-level Object Pose Estimation via Diffusion Models—0
Good Line Cutting: towards Accurate Pose Tracking of Line-assisted VO/VSLAM—0
Google Map Aided Visual Navigation for UAVs in GPS-denied Environment—0
GSFF-SLAM: 3D Semantic Gaussian Splatting SLAM via Feature Field—0
GSGTrack: Gaussian Splatting-Guided Object Pose Tracking from RGB Videos—0
GS-SLAM: Dense Visual SLAM with 3D Gaussian Splatting—0
Human from Blur: Human Pose Tracking from Blurry Images—0
Human Pose-based Estimation, Tracking and Action Recognition with Deep Learning: A Survey—0
Relative Localization of Mobile Robots with Multiple Ultra-WideBand Ranging Measurements—0
RGB-D Odometry and SLAM—0
Robotic Manipulation by Imitating Generated Videos Without Physical Demonstrations—0
Robust 6DoF Pose Tracking Considering Contour and Interior Correspondence Uncertainty for AR Assembly Guidance—0
Robust pose tracking with a joint model of appearance and shape—0
ROSEFusion: Random Optimization for Online Dense Reconstruction under Fast Camera Motion—0
SeamPose: Repurposing Seams as Capacitive Sensors in a Shirt for Upper-Body Pose Tracking—0
Self-supervised Keypoint Correspondences for Multi-Person Pose Estimation and Tracking in Videos—0
ShaRPy: Shape Reconstruction and Hand Pose Estimation from RGB-D with Uncertainty—0
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
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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