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 Added Most Hyped Most Active Needs Verification Most Verified

Showing 71–80 of 191 papers

Title	Date	Tasks	Status
Human Pose-based Estimation, Tracking and Action Recognition with Deep Learning: A Survey	Oct 19, 2023	2D Pose Estimation3D Pose Estimation	—Unverified
Design, Implementation and Evaluation of an External Pose-Tracking System for Underwater Cameras	May 7, 2023	Pose TrackingSimultaneous Localization and Mapping	—Unverified
Attainable Force Approximation and Full-Pose Tracking Control of an Over-Actuated Thrust-Vectoring Modular Team UAV	Oct 4, 2024	Pose Tracking	—Unverified
A Data-driven Approach for Human Pose Tracking Based on Spatio-temporal Pictorial Structure	Jul 31, 2016	Object TrackingPose Estimation	—Unverified
Deep Learning on Monocular Object Pose Detection and Tracking: A Comprehensive Overview	May 29, 2021	Autonomous DrivingDeep Learning	—Unverified
A Top-down Approach to Articulated Human Pose Estimation and Tracking	Jan 23, 2019	Pose EstimationPose Tracking	—Unverified
3D Hand Pose Tracking and Estimation Using Stereo Matching	Oct 23, 2016	Hand SegmentationPose Tracking	—Unverified
A Simple Baseline for Pose Tracking in Videos of Crowded Scenes	Oct 16, 2020	Multi-Object TrackingObject Tracking	—Unverified
Counter-Hypothetical Particle Filters for Single Object Pose Tracking	May 28, 2023	6D Pose EstimationObject	—Unverified
Are High-Resolution Event Cameras Really Needed?	Mar 28, 2022	Image ReconstructionOptical Flow Estimation	—Unverified

Show:10 25 50

← PrevPage 8 of 20Next →

All datasets PoseTrack2017 PoseTrack2018 Multi-Person PoseTrack

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	DetTrack	MOTA	64.09	—	Unverified
2	KeyTrack	MOTA	61.15	—	Unverified
3	LightTrack	MOTA	58.01	—	Unverified
4	HRNet-W48 COCO	MOTA	57.93	—	Unverified
5	MSRA (FlowTrack)	MOTA	57.81	—	Unverified
6	TML++ (MIPAL)	MOTA	54.46	—	Unverified
7	STAF	MOTA	53.81	—	Unverified
8	ProTracker	MOTA	51.82	—	Unverified
9	PoseFlow	MOTA	50.98	—	Unverified
10	PoseTrack	MOTA	48.37	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	DetTrack	MOTA	64.3	—	Unverified
2	UniTrack	MOTA	63.5	—	Unverified
3	4DHumans + ViTDet	MOTA	61.9	—	Unverified
4	MSRA	MOTA	61.37	—	Unverified
5	TML++ (MIPAL)	MOTA	54.86	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	PoseTrack	MOTA	28.2	—	Unverified