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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 351–379 of 379 papers

TitleStatusHype
Multi-person 3D pose estimation from a single image captured by a fisheye camera—0
Multi-Person 3D Pose Estimation from Multi-View Uncalibrated Depth Cameras—0
Multiple human 3d pose estimation from multiview images—0
Multiple human pose estimation with temporally consistent 3d pictorial structures—0
Multi-Task Deep Networks for Depth-Based 6D Object Pose and Joint Registration in Crowd Scenarios—0
Multi-task human analysis in still images: 2D/3D pose, depth map, and multi-part segmentation—0
Multi-View Matching (MVM): Facilitating Multi-Person 3D Pose Estimation Learning with Action-Frozen People Video—0
Multi-View Person Matching and 3D Pose Estimation with Arbitrary Uncalibrated Camera Networks—0
Mushrooms Detection, Localization and 3D Pose Estimation using RGB-D Sensor for Robotic-picking Applications—0
MVDoppler-Pose: Multi-Modal Multi-View mmWave Sensing for Long-Distance Self-Occluded Human Walking Pose Estimation—0
Neural Monocular 3D Human Motion Capture with Physical Awareness—0
Not All Parts Are Created Equal: 3D Pose Estimation by Modelling Bi-directional Dependencies of Body Parts—0
Not All Parts Are Created Equal: 3D Pose Estimation by Modeling Bi-Directional Dependencies of Body Parts—0
Occlusion-Aware Object Localization, Segmentation and Pose Estimation—0
On the role of depth predictions for 3D human pose estimation—0
On Triangulation as a Form of Self-Supervision for 3D Human Pose Estimation—0
OOD-CV-v2: An extended Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images—0
Out of the Box: A combined approach for handling occlusion in Human Pose Estimation—0
PandaNet: Anchor-Based Single-Shot Multi-Person 3D Pose Estimation—0
PandaNet : Anchor-Based Single-Shot Multi-Person 3D Pose Estimation—0
PedX: Benchmark Dataset for Metric 3D Pose Estimation of Pedestrians in Complex Urban Intersections—0
Permutation-Invariant Relational Network for Multi-person 3D Pose Estimation—0
Person-in-WiFi 3D: End-to-End Multi-Person 3D Pose Estimation with Wi-Fi—0
PhaseMP: Robust 3D Pose Estimation via Phase-conditioned Human Motion Prior—0
PI-Net: Pose Interacting Network for Multi-Person Monocular 3D Pose Estimation—0
Posebits for Monocular Human Pose Estimation—0
Pose-Conditioned Joint Angle Limits for 3D Human Pose Reconstruction—0
PoseGU: 3D Human Pose Estimation with Novel Human Pose Generator and Unbiased Learning—0
Pose-GuideNet: Automatic Scanning Guidance for Fetal Head Ultrasound from Pose Estimation—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