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2D Pose Estimation

detective pose

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–50 of 90 papers

TitleStatusHype
Sapiens: Foundation for Human Vision ModelsCode9
Mamba: Linear-Time Sequence Modeling with Selective State SpacesCode6
SuperAnimal pretrained pose estimation models for behavioral analysisCode5
Realtime Multi-Person 2D Pose Estimation using Part Affinity FieldsCode3
DETRPose: Real-time end-to-end transformer model for multi-person pose estimationCode2
A Graph-Based Approach for Category-Agnostic Pose EstimationCode2
X-Pose: Detecting Any KeypointsCode2
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity FieldsCode2
Pose for Everything: Towards Category-Agnostic Pose EstimationCode2
SMAP: Single-Shot Multi-Person Absolute 3D Pose EstimationCode1
Matching Is Not Enough: A Two-Stage Framework for Category-Agnostic Pose EstimationCode1
Wavelength-based Attributed Deep Neural Network for Underwater Image RestorationCode1
Attention Mechanism Exploits Temporal Contexts: Real-Time 3D Human Pose ReconstructionCode1
MPL: Lifting 3D Human Pose from Multi-view 2D PosesCode1
Epipolar TransformersCode1
Fusing Wearable IMUs with Multi-View Images for Human Pose Estimation: A Geometric ApproachCode1
Simultaneously-Collected Multimodal Lying Pose Dataset: Towards In-Bed Human Pose Monitoring under Adverse Vision ConditionsCode1
Polarized Self-Attention: Towards High-quality Pixel-wise RegressionCode1
Uplift and Upsample: Efficient 3D Human Pose Estimation with Uplifting TransformersCode1
Rotation Equivariant Siamese Networks for TrackingCode1
HAP: Structure-Aware Masked Image Modeling for Human-Centric PerceptionCode1
HHP-Net: A light Heteroscedastic neural network for Head Pose estimation with uncertaintyCode1
Residual Pose: A Decoupled Approach for Depth-based 3D Human Pose EstimationCode1
Deep High-Resolution Representation Learning for Human Pose EstimationCode1
HuPR: A Benchmark for Human Pose Estimation Using Millimeter Wave RadarCode1
UniHCP: A Unified Model for Human-Centric PerceptionsCode1
A Unified Framework for Domain Adaptive Pose EstimationCode1
Edge Weight Prediction For Category-Agnostic Pose EstimationCode1
Kinematic-aware Hierarchical Attention Network for Human Pose Estimation in VideosCode1
CapeX: Category-Agnostic Pose Estimation from Textual Point ExplanationCode1
WormPose: Image synthesis and convolutional networks for pose estimation in C. elegansCode1
QuickPose: Real-time Multi-view Multi-person Pose Estimation in Crowded Scenes—0
Removing the Bias of Integral Pose Regression—0
ZebraPose: Zebra Detection and Pose Estimation using only Synthetic Data—0
3D Human Pose Estimation = 2D Pose Estimation + Matching—0
3D Human Pose Estimation Using Convolutional Neural Networks with 2D Pose Information—0
3D Pictorial Structures for Multiple View Articulated Pose Estimation—0
A Dual-Source Approach for 3D Human Pose Estimation from a Single Image—0
A Dual-Source Approach for 3D Pose Estimation from a Single Image—0
A Greedy Part Assignment Algorithm for Real-time Multi-person 2D Pose Estimation—0
JointsGait:A model-based Gait Recognition Method based on Gait Graph Convolutional Networks and Joints Relationship Pyramid Mapping—0
A review of 3D human pose estimation algorithms for markerless motion capture—0
Automatic infant 2D pose estimation from videos: comparing seven deep neural network methods—0
Bottom-Up 2D Pose Estimation via Dual Anatomical Centers for Small-Scale Persons—0
CapeLLM: Support-Free Category-Agnostic Pose Estimation with Multimodal Large Language Models—0
Cascaded Pyramid Network for 3D Human Pose Estimation Challenge—0
CzechLynx: A Dataset for Individual Identification and Pose Estimation of the Eurasian Lynx—0
Disentangling Pose from Appearance in Monochrome Hand Images—0
Efficient Convolutional Neural Networks for Depth-Based Multi-Person Pose Estimation—0
Efficient Vision Transformer for Human Pose Estimation via Patch Selection—0
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All datasetsiRodentMP-100300WAnimal KingdomDesert LocustHARPERHuman3.6MMacaquePoseVinegar Fly

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1fine-tuned HRNetw32 pretrained on SuperAnimal (1 fac of data)Average mAP72.97—Unverified
2fine-tuned HRNetw32 pretrained on AP-10K (1 fac of data)Average mAP61.64—Unverified
3fine-tuned HRNetw32 pretrained on SuperAnimal (0.01 fac of data)Average mAP60.85—Unverified
4fine-tuned HRNetw32 pretrained on ImageNetAverage mAP58.86—Unverified
5zero-shot HRNet-w32 pretrained on SuperAnimal-QuadrupedAverage mAP58.56—Unverified
6zero-shot AnimalTokenPose pretrained on AP-10KAverage mAP55.42—Unverified
7fine-tuned HRNetw32 pretrained on AP-10K (0.01 fac of data)Average mAP43.14—Unverified
8zero-shot HRNet-w32 pretrained on AP-10KAverage mAP40.39—Unverified
#ModelMetricClaimedVerifiedStatus
1CapeLLMMean PCK@0.2 - 1shot92.6—Unverified
2CapeXMean PCK@0.2 - 1shot91.5—Unverified
3EdgeCapeMean PCK@0.2 - 1shot89.01—Unverified
4PoseAnything-TMean PCK@0.2 - 1shot87.47—Unverified
5CapeFormerMean PCK@0.2 - 1shot85.31—Unverified
6POMNetMean PCK@0.2 - 1shot79.7—Unverified
#ModelMetricClaimedVerifiedStatus
1UniPoseMean PCK@0.299.4—Unverified
#ModelMetricClaimedVerifiedStatus
1UniPoseMean PCK@0.296.1—Unverified
#ModelMetricClaimedVerifiedStatus
1UniPoseMean PCK@0.299.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HRNetPCK868—Unverified
#ModelMetricClaimedVerifiedStatus
1UniHCP (finetune)EPE6.6—Unverified
#ModelMetricClaimedVerifiedStatus
1UniPoseAP79.4—Unverified
#ModelMetricClaimedVerifiedStatus
1UniPoseMean PCK@0.299.9—Unverified