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 171–180 of 191 papers

Title	Date	Tasks	Status	Hype
Efficient Pose Tracking from Natural Features in Standard Web Browsers	Apr 23, 2018	Pose EstimationPose Tracking	—Unverified	0
Learning to Refine Human Pose Estimation	Apr 21, 2018	Data AugmentationKeypoint Detection	—Unverified	0
Simple Baselines for Human Pose Estimation and Tracking	Apr 17, 2018	2D Human Pose EstimationKeypoint Detection	CodeCode Available	1
Statistical Sensor Fusion of a 9-DoF MEMS IMU for Indoor Navigation	Feb 12, 2018	Pose TrackingPosition	—Unverified	0
Pose Flow: Efficient Online Pose Tracking	Feb 3, 2018	Pose Tracking	CodeCode Available	0
Detect-and-Track: Efficient Pose Estimation in Videos	Dec 26, 2017	Human DetectionKeypoint Estimation	CodeCode Available	0
PoseTrack: A Benchmark for Human Pose Estimation and Tracking	Oct 27, 2017	Activity RecognitionMulti-Person Pose Estimation	CodeCode Available	0
A Generative Model for Depth-Based Robust 3D Facial Pose Tracking	Jul 1, 2017	Face ModelPose Estimation	—Unverified	0
Camera Pose Filtering with Local Regression Geodesics on the Riemannian Manifold of Dual Quaternions	Apr 24, 2017	Pose Trackingregression	—Unverified	0
Real-time Hand Tracking under Occlusion from an Egocentric RGB-D Sensor	Apr 7, 2017	Hand Pose EstimationPose Estimation	—Unverified	0

Show:10 25 50

← PrevPage 18 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