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

Showing 151191 of 191 papers

TitleStatusHype
Stereo Vision-based Semantic 3D Object and Ego-motion Tracking for Autonomous Driving0
TesseTrack: End-to-End Learnable Multi-Person Articulated 3D Pose Tracking0
Towards Better Robustness: Progressively Joint Pose-3DGS Learning for Arbitrarily Long Videos0
UniQuadric: A SLAM Backend for Unknown Rigid Object 3D Tracking and Light-Weight Modeling0
Variational Inference and Learning of Piecewise-linear Dynamical Systems0
V-Hands: Touchscreen-based Hand Tracking for Remote Whiteboard Interaction0
V-HOP: Visuo-Haptic 6D Object Pose Tracking0
VIPose: Real-time Visual-Inertial 6D Object Pose Tracking0
Visibility Constrained Generative Model for Depth-based 3D Facial Pose Tracking0
Visual Representation Learning with Stochastic Frame Prediction0
Whole-body End-Effector Pose Tracking0
15 Keypoints Is All You Need0
PoseTrackReID: Dataset Description0
Real Acoustic Fields: An Audio-Visual Room Acoustics Dataset and Benchmark0
Real-Time Constrained 6D Object-Pose Tracking of An In-Hand Suture Needle for Minimally Invasive Robotic Surgery0
Real-time Hand Tracking under Occlusion from an Egocentric RGB-D Sensor0
Physics-Based Object 6D-Pose Estimation during Non-Prehensile Manipulation0
POSE-ID-on—A Novel Framework for Artwork Pose ClusteringCode0
PoseRBPF: A Rao-Blackwellized Particle Filter for 6D Object Pose TrackingCode0
Pose Flow: Efficient Online Pose TrackingCode0
PoseTrack: A Benchmark for Human Pose Estimation and TrackingCode0
PoseTrack: Joint Multi-Person Pose Estimation and TrackingCode0
MABe22: A Multi-Species Multi-Task Benchmark for Learned Representations of BehaviorCode0
An Event-based Algorithm for Simultaneous 6-DOF Camera Pose Tracking and MappingCode0
How to track your dragon: A Multi-Attentional Framework for real-time RGB-D 6-DOF Object Pose TrackingCode0
Single camera pose estimation using Bayesian filtering and Kinect motion priorsCode0
G3Flow: Generative 3D Semantic Flow for Pose-aware and Generalizable Object ManipulationCode0
Fast and Robust Video-Based Exercise Classification via Body Pose Tracking and Scalable Multivariate Time Series ClassifiersCode0
Event-based Camera Pose Tracking using a Generative Event ModelCode0
Pose2Gait: Extracting Gait Features from Monocular Video of Individuals with DementiaCode0
Detect-and-Track: Efficient Pose Estimation in VideosCode0
A Region-based Gauss-Newton Approach to Real-Time Monocular Multiple Object TrackingCode0
Stereo Event-based, 6-DOF Pose Tracking for Uncooperative SpacecraftCode0
Multi-view consensus CNN for 3D facial landmark placementCode0
6-PACK: Category-level 6D Pose Tracker with Anchor-Based KeypointsCode0
Multigrid Predictive Filter Flow for Unsupervised Learning on VideosCode0
Deep Model-Based 6D Pose Refinement in RGBCode0
Segment Anything in Light Fields for Real-Time Applications via Constrained PromptingCode0
Capturing Hand Motion with an RGB-D Sensor, Fusing a Generative Model with Salient PointsCode0
LightTrack: A Generic Framework for Online Top-Down Human Pose TrackingCode0
An Occlusion‐aware Edge‐Based Method for Monocular 3D Object Tracking using Edge Confidence.Code0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DetTrackMOTA64.09Unverified
2KeyTrackMOTA61.15Unverified
3LightTrackMOTA58.01Unverified
4HRNet-W48 COCOMOTA57.93Unverified
5MSRA (FlowTrack)MOTA57.81Unverified
6TML++ (MIPAL)MOTA54.46Unverified
7STAFMOTA53.81Unverified
8ProTrackerMOTA51.82Unverified
9PoseFlowMOTA50.98Unverified
10PoseTrackMOTA48.37Unverified
#ModelMetricClaimedVerifiedStatus
1DetTrackMOTA64.3Unverified
2UniTrackMOTA63.5Unverified
34DHumans + ViTDetMOTA61.9Unverified
4MSRAMOTA61.37Unverified
5TML++ (MIPAL)MOTA54.86Unverified
#ModelMetricClaimedVerifiedStatus
1PoseTrackMOTA28.2Unverified