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 111–120 of 191 papers

Title	Date	Tasks	Status	Hype
Markerless Suture Needle 6D Pose Tracking with Robust Uncertainty Estimation for Autonomous Minimally Invasive Robotic Surgery	Sep 26, 2021	Pose Tracking	—Unverified	0
A Wide-area, Low-latency, and Power-efficient 6-DoF Pose Tracking System for Rigid Objects	Sep 15, 2021	Object TrackingPose Tracking	—Unverified	0
Automated Tracking of Primate Behavior	Aug 30, 2021	Pose Tracking	—Unverified	0
BundleTrack: 6D Pose Tracking for Novel Objects without Instance or Category-Level 3D Models	Aug 1, 2021	3D Object Tracking6D Pose Estimation	CodeCode Available	1
VIPose: Real-time Visual-Inertial 6D Object Pose Tracking	Jul 27, 2021	Autonomous NavigationObject	—Unverified	0
Relative Localization of Mobile Robots with Multiple Ultra-WideBand Ranging Measurements	Jul 19, 2021	Pose Tracking	—Unverified	0
Do Different Tracking Tasks Require Different Appearance Models?	Jul 5, 2021	Multi-Object TrackingMulti-Object Tracking and Segmentation	CodeCode Available	1
Improved Radar Localization on Lidar Maps Using Shared Embedding	Jun 18, 2021	Pose TrackingRetrieval	—Unverified	0
GelSight Wedge: Measuring High-Resolution 3D Contact Geometry with a Compact Robot Finger	Jun 16, 2021	3D geometry3D Reconstruction	—Unverified	0
TesseTrack: End-to-End Learnable Multi-Person Articulated 3D Pose Tracking	Jun 16, 2021	2D Pose Estimation3D Human Pose Estimation	—Unverified	0

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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