SOTAVerified

3D Pose Estimation

Papers

Showing 176200 of 379 papers

TitleStatusHype
Human POSEitioning System (HPS): 3D Human Pose Estimation and Self-localization in Large Scenes from Body-Mounted SensorsCode1
AcinoSet: A 3D Pose Estimation Dataset and Baseline Models for Cheetahs in the WildCode1
MBAPose: Mask and Bounding-Box Aware Pose Estimation of Surgical Instruments with Photorealistic Domain Randomization0
Geometric Change Detection in Digital Twins using 3D Machine Learning0
On the role of depth predictions for 3D human pose estimation0
Attention Models for Point Clouds in Deep Learning: A Survey0
Absolute 3D Pose Estimation and Length Measurement of Severely Deformed Fish from Monocular Videos in Longline Fishing0
NeMo: Neural Mesh Models of Contrastive Features for Robust 3D Pose EstimationCode1
PandaNet : Anchor-Based Single-Shot Multi-Person 3D Pose Estimation0
Learning Causal Representation for Training Cross-Domain Pose Estimator via Generative Interventions0
Skeleton2Mesh: Kinematics Prior Injected Unsupervised Human Mesh Recovery0
Recovering Human 3D Model from Monocular 2d Images for Detecting Postures Deformilities0
From Point to Space: 3D Moving Human Pose Estimation Using Commodity WiFi0
Deep Learning-Based Human Pose Estimation: A SurveyCode1
Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular VideosCode1
PoP-Net: Pose over Parts Network for Multi-Person 3D Pose Estimation from a Depth ImageCode1
Towards Locality Similarity Preserving to 3D Human Pose Estimation0
Temporal Representation Learning on Monocular Videos for 3D Human Pose Estimation0
Exploring intermediate representation for monocular vehicle pose estimationCode1
UNOC: Understanding Occlusion for Embodied Presence in Virtual Reality0
Residual Pose: A Decoupled Approach for Depth-based 3D Human Pose EstimationCode1
Leveraging Temporal Joint Depths for Improving 3D Human Pose Estimation in Video0
Exploring Severe Occlusion: Multi-Person 3D Pose Estimation with Gated Convolution0
View-Invariant, Occlusion-Robust Probabilistic Embedding for Human PoseCode0
The Open Catalyst 2020 (OC20) Dataset and Community ChallengesCode2
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Benchmark Results

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