SOTAVerified

Multi-Person Pose Estimation

Multi-person pose estimation is the task of estimating the pose of multiple people in one frame.

( Image credit: Human Pose Estimation with TensorFlow )

Papers

Showing 51100 of 151 papers

TitleStatusHype
Rethinking pose estimation in crowds: overcoming the detection information-bottleneck and ambiguityCode1
Robust Pose Estimation in Crowded Scenes with Direct Pose-Level InferenceCode1
Simple Baselines for Human Pose Estimation and TrackingCode1
Snipper: A Spatiotemporal Transformer for Simultaneous Multi-Person 3D Pose Estimation Tracking and Forecasting on a Video SnippetCode1
Temporal Smoothing for 3D Human Pose Estimation and Localization for Occluded PeopleCode1
The Center of Attention: Center-Keypoint Grouping via Attention for Multi-Person Pose EstimationCode1
TransPose: Keypoint Localization via TransformerCode1
CrowdPose: Efficient Crowded Scenes Pose Estimation and A New BenchmarkCode0
DAC: Data-free Automatic Acceleration of Convolutional NetworksCode0
DeepCut: Joint Subset Partition and Labeling for Multi Person Pose EstimationCode0
VoxelKeypointFusion: Generalizable Multi-View Multi-Person Pose EstimationCode0
DeeperCut: A Deeper, Stronger, and Faster Multi-Person Pose Estimation ModelCode0
PoseTrack: A Benchmark for Human Pose Estimation and TrackingCode0
Learning Spatial Context with Graph Neural Network for Multi-Person Pose GroupingCode0
Associative Embedding: End-to-End Learning for Joint Detection and GroupingCode0
DHRNet: A Dual-Path Hierarchical Relation Network for Multi-Person Pose EstimationCode0
Alleviating Human-level Shift : A Robust Domain Adaptation Method for Multi-person Pose EstimationCode0
PoseTrack: Joint Multi-Person Pose Estimation and TrackingCode0
PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding ModelCode0
RapidPoseTriangulation: Multi-view Multi-person Whole-body Human Pose Triangulation in a MillisecondCode0
Distribution-Aware Coordinate Representation for Human Pose EstimationCode0
PifPaf: Composite Fields for Human Pose EstimationCode0
Learning Temporal Pose Estimation from Sparsely-Labeled VideosCode0
BAPose: Bottom-Up Pose Estimation with Disentangled Waterfall RepresentationsCode0
A Feasibility Study on Indoor Localization and Multi-person Tracking Using Sparsely Distributed Camera Network with Edge ComputingCode0
PoseFix: Model-agnostic General Human Pose Refinement NetworkCode0
Single-Stage Multi-Person Pose MachinesCode0
HigherHRNet: Scale-Aware Representation Learning for Bottom-Up Human Pose EstimationCode0
Multi-Person Pose Estimation with Local Joint-to-Person AssociationsCode0
Unifying Part Detection and Association for Recurrent Multi-Person Pose EstimationCode0
SMPR: Single-Stage Multi-Person Pose RegressionCode0
Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB ImageCode0
FCPose: Fully Convolutional Multi-Person Pose Estimation with Dynamic Instance-Aware ConvolutionsCode0
MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual NetworkCode0
Attend to Who You Are: Supervising Self-Attention for Keypoint Detection and Instance-Aware AssociationCode0
RTMO: Towards High-Performance One-Stage Real-Time Multi-Person Pose EstimationCode0
RTMPose: Real-Time Multi-Person Pose Estimation based on MMPoseCode0
ArtTrack: Articulated Multi-person Tracking in the WildCode0
SimpleDepthPose: Fast and Reliable Human Pose Estimation with RGBD-ImagesCode0
Multi-scale Aggregation R-CNN for 2D Multi-person Pose Estimation0
Multi-Stage HRNet: Multiple Stage High-Resolution Network for Human Pose Estimation0
Mutual Adaptive Reasoning for Monocular 3D Multi-Person Pose Estimation0
AnimePose: Multi-person 3D pose estimation and animation0
Towards Fast and Accurate Multi-Person Pose Estimation on Mobile Devices0
Bi-directional Graph Structure Information Model for Multi-Person Pose Estimation0
Bottom-up approaches for multi-person pose estimation and it's applications: A brief review0
Towards Good Practices for Multi-Person Pose Estimation0
Bottom-up Pose Estimation of Multiple Person with Bounding Box Constraint0
Pose Partition Networks for Multi-Person Pose Estimation0
Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History0
Show:102550
← PrevPage 2 of 4Next →

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RTMO-lmAP @0.5:0.9583.8Unverified
2BUCTD-W48 (w/cond. input from PETR, and generative sampling)mAP @0.5:0.9578.5Unverified
3I²R-Net (1st stage: HRFormer-B)mAP @0.5:0.9577.4Unverified
4ED-Pose (Swin-L)mAP @0.5:0.9576.6Unverified
5DETRPose-XmAP @0.5:0.9575.1Unverified
6DETRPose-LmAP @0.5:0.9573.3Unverified
7HRFormer-BmAP @0.5:0.9572.4Unverified
8BAPose (W32)mAP @0.5:0.9572.2Unverified
9DETRPose-MmAP @0.5:0.9572Unverified
10TransPose-HmAP @0.5:0.9571.8Unverified
#ModelMetricClaimedVerifiedStatus
1EvoPose2D-LTest AP76.8Unverified
2PoseFixTest AP76.7Unverified
3LitePose-STest AP56.7Unverified
4RSNAP0.79Unverified
5DarkPoseAP0.77Unverified
6UniPoseAP0.77Unverified
7CPN+AP0.73Unverified
8BAPoseAP0.73Unverified
9CenterGroupAP0.71Unverified
10OpenPifPafAP0.71Unverified
#ModelMetricClaimedVerifiedStatus
1SCIO (HRNet-48)AP79.2Unverified
2HRNet-W48plusAP78.7Unverified
3HRNet-W32AP76.2Unverified
4ResNet50AP73.7Unverified
5HigherHRNet (ScaleNet_P4)AP71.6Unverified
6HigherHRNet (HR-Net-48)AP70.5Unverified
7SMPR (HR-Net-32)AP70.2Unverified
8PersonLabAP68.7Unverified
9Identity Mapping HourglassAP68.1Unverified
10SPMAP66.9Unverified
#ModelMetricClaimedVerifiedStatus
1AlphaPoseAP82.1Unverified
2Generative Partition NetworksAP80.4Unverified
3SPMAP78.5Unverified
4RefineAP78Unverified
5Associative EmbeddingAP77.5Unverified
6Part Affinity FieldsAP75.6Unverified
7Articulated TrackingAP74.3Unverified
8Local Joint-to-Person AssociationAP62.2Unverified
9DeeperCutAP59.4Unverified
#ModelMetricClaimedVerifiedStatus
1MIPNet (gt-bb)AP5089.7Unverified
2I²R-Net (1st stage:TransPose-H)AP5085Unverified
3TransPose-HAP5082.7Unverified
4HRFormer-BAP5081.4Unverified
5SPMAP5067.5Unverified
6CrowdPoseAP5040.8Unverified
7SimplePoseAP5037.4Unverified
8Mask R-CNNAP5033.2Unverified
#ModelMetricClaimedVerifiedStatus
1HRNet-W48plusAP79.1Unverified
2HRNet-W32AP77.8Unverified
3ResNet50AP75.3Unverified
4InsPoseAP63.1Unverified
#ModelMetricClaimedVerifiedStatus
1PoseidonMean mAP87.8Unverified
2DCPoseMean mAP79Unverified
3PoseWarperMean mAP78Unverified
4RefineMean mAP73.8Unverified
#ModelMetricClaimedVerifiedStatus
1DCPoseMean mAP79.2Unverified
2PoseWarperMean mAP77.94Unverified
3PoseTrackMean mAP59.4Unverified
#ModelMetricClaimedVerifiedStatus
1DeeperCutAOP88.1Unverified
2DeepCutAOP86.5Unverified
3Generative Partition NetworksAP84.8Unverified
#ModelMetricClaimedVerifiedStatus
1CMU-PoseAP0.62Unverified
#ModelMetricClaimedVerifiedStatus
1PoseTrackMean mAP38.2Unverified
#ModelMetricClaimedVerifiedStatus
1PoseidonMean mAP88.3Unverified