SOTAVerified

3D Pose Estimation

Image credit: GSNet: Joint Vehicle Pose and Shape Reconstruction with Geometrical and Scene-aware Supervision , ECCV'20

Papers

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Showing 101–150 of 379 papers

TitleStatusHype
A Study on the Matching Rate of Dance Movements Using 2D Skeleton Detection and 3D Pose Estimation: Why Is SEVENTEEN's Performance So Bita-Zoroi (Perfectly Synchronized)?—0
QORT-Former: Query-optimized Real-time Transformer for Understanding Two Hands Manipulating Objects—0
EgoSim: An Egocentric Multi-view Simulator and Real Dataset for Body-worn Cameras during Motion and Activity—0
DeProPose: Deficiency-Proof 3D Human Pose Estimation via Adaptive Multi-View FusionCode0
Semantics-aware Test-time Adaptation for 3D Human Pose Estimation—0
BioPose: Biomechanically-accurate 3D Pose Estimation from Monocular Videos—0
Leveraging 2D Masked Reconstruction for Domain Adaptation of 3D Pose Estimation—0
Towards Balanced Continual Multi-Modal Learning in Human Pose Estimation—0
L3D-Pose: Lifting Pose for 3D Avatars from a Single Camera in the Wild—0
BLADE: Single-view Body Mesh Estimation through Accurate Depth Estimation—0
MVDoppler-Pose: Multi-Modal Multi-View mmWave Sensing for Long-Distance Self-Occluded Human Walking Pose Estimation—0
RatBodyFormer: Rat Body Surface from Keypoints—0
BLADE: Single-view Body Mesh Learning through Accurate Depth Estimation—0
DualPM: Dual Posed-Canonical Point Maps for 3D Shape and Pose Reconstruction—0
IoT-Based 3D Pose Estimation and Motion Optimization for Athletes: Application of C3D and OpenPose—0
Harmony4D: A Video Dataset for In-The-Wild Close Human Interactions—0
YOLO11 and Vision Transformers based 3D Pose Estimation of Immature Green Fruits in Commercial Apple Orchards for Robotic Thinning—0
POSE: Pose estimation Of virtual Sync Exhibit systemCode0
Unlabeled Action Quality Assessment Based on Multi-dimensional Adaptive Constrained Dynamic Time Warping—0
Enhancing 3D Human Pose Estimation Amidst Severe Occlusion with Dual Transformer FusionCode0
SurgeoNet: Realtime 3D Pose Estimation of Articulated Surgical Instruments from Stereo Images using a Synthetically-trained Network—0
Multi-view Pose Fusion for Occlusion-Aware 3D Human Pose EstimationCode0
Pose-GuideNet: Automatic Scanning Guidance for Fetal Head Ultrasound from Pose Estimation—0
AvatarPose: Avatar-guided 3D Pose Estimation of Close Human Interaction from Sparse Multi-view Videos—0
RTMW: Real-Time Multi-Person 2D and 3D Whole-body Pose EstimationCode0
Unsupervised Learning of Category-Level 3D Pose from Object-Centric VideosCode0
EPOCH: Jointly Estimating the 3D Pose of Cameras and Humans—0
Investigating the impact of 2D gesture representation on co-speech gesture generation—0
3D WholeBody Pose Estimation based on Semantic Graph Attention Network and Distance Information—0
Quater-GCN: Enhancing 3D Human Pose Estimation with Orientation and Semi-supervised TrainingCode0
Mushroom Segmentation and 3D Pose Estimation from Point Clouds using Fully Convolutional Geometric Features and Implicit Pose EncodingCode0
3D Human Scan With A Moving Event Camera—0
A Unified Framework for Human-centric Point Cloud Video Understanding—0
That's My Point: Compact Object-centric LiDAR Pose Estimation for Large-scale Outdoor Localisation—0
Multi-Person 3D Pose Estimation from Multi-View Uncalibrated Depth Cameras—0
D3PRefiner: A Diffusion-based Denoise Method for 3D Human Pose Refinement—0
Person-in-WiFi 3D: End-to-End Multi-Person 3D Pose Estimation with Wi-Fi—0
STRIDE: Single-video based Temporally Continuous Occlusion-Robust 3D Pose EstimationCode0
Multi-View Person Matching and 3D Pose Estimation with Arbitrary Uncalibrated Camera Networks—0
Two Views Are Better than One: Monocular 3D Pose Estimation with Multiview Consistency—0
3D Pose Estimation of Tomato Peduncle Nodes using Deep Keypoint Detection and Point Cloud—0
6-DoF Stability Field via Diffusion Models—0
Human Pose-based Estimation, Tracking and Action Recognition with Deep Learning: A Survey—0
Holistic Parking Slot Detection with Polygon-Shaped Representations—0
MoEmo Vision Transformer: Integrating Cross-Attention and Movement Vectors in 3D Pose Estimation for HRI Emotion DetectionCode0
Unsupervised Multi-Person 3D Human Pose Estimation From 2D Poses Alone—0
Towards Robust and Smooth 3D Multi-Person Pose Estimation from Monocular Videos in the Wild—0
Mitigating Motion Blur for Robust 3D Baseball Player Pose Modeling for Pitch Analysis—0
OCHID-Fi: Occlusion-Robust Hand Pose Estimation in 3D via RF-VisionCode0
Unsupervised 3D Pose Estimation with Non-Rigid Structure-from-Motion Modeling—0
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All datasetsHuman3.6MGoogle-ARGoogle-YogaCarFusionHARPERK2HPD

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Liftformer (n=27 CPN)Average MPJPE (mm)48.6—Unverified
2Liftformer (n=81 CPN)Average MPJPE (mm)46—Unverified
3Liftformer (n=243 CPN)Average MPJPE (mm)44.8—Unverified
4TesseTrackAverage MPJPE (mm)18.7—Unverified
#ModelMetricClaimedVerifiedStatus
1OpenPose (body only)PCK@0.287.8—Unverified
2BlazePose FullPCK@0.284.1—Unverified
3BlazePose LitePCK@0.279.6—Unverified
#ModelMetricClaimedVerifiedStatus
1BlazePose FullPCK@0.284.5—Unverified
2OpenPose (body only)PCK@0.283.4—Unverified
3BlazePose LitePCK@0.277.6—Unverified
#ModelMetricClaimedVerifiedStatus
1Occlusion-NET3DPCK93.2—Unverified
#ModelMetricClaimedVerifiedStatus
1HRNet + DepthAverage MPJPE (mm)151—Unverified
#ModelMetricClaimedVerifiedStatus
1A2JFPS93.78—Unverified