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Monocular 3D Human Pose Estimation

This task targets at 3D human pose estimation with a single RGB camera.

Papers

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Showing 51–100 of 101 papers

TitleStatusHype
ConvFormer: Parameter Reduction in Transformer Models for 3D Human Pose Estimation by Leveraging Dynamic Multi-Headed Convolutional AttentionCode0
CameraPose: Weakly-Supervised Monocular 3D Human Pose Estimation by Leveraging In-the-wild 2D Annotations—0
DiffuPose: Monocular 3D Human Pose Estimation via Denoising Diffusion Probabilistic ModelCode0
DiffPose: Multi-hypothesis Human Pose Estimation using Diffusion models—0
Uncertainty-Aware Adaptation for Self-Supervised 3D Human Pose Estimation—0
Real-Time Hybrid Mapping of Populated Indoor Scenes using a Low-Cost Monocular UAV—0
SVMAC: Unsupervised 3D Human Pose Estimation from a Single Image with Single-view-multi-angle Consistency—0
Heuristic Weakly Supervised 3D Human Pose EstimationCode0
Weakly-supervised 3D Human Pose Estimation with Cross-view U-shaped Graph Convolutional Network—0
Adapted Human Pose: Monocular 3D Human Pose Estimation with Zero Real 3D Pose DataCode0
Deep Monocular 3D Human Pose Estimation via Cascaded Dimension-Lifting—0
Towards Alleviating the Modeling Ambiguity of Unsupervised Monocular 3D Human Pose Estimation—0
Error Bounds of Projection Models in Weakly Supervised 3D Human Pose Estimation—0
Self-Supervised Multi-View Synchronization Learning for 3D Pose Estimation—0
Beyond Weak Perspective for Monocular 3D Human Pose Estimation—0
Towards Part-aware Monocular 3D Human Pose Estimation: An Architecture Search Approach—0
Deep Kinematics Analysis for Monocular 3D Human Pose Estimation—0
Predicting Camera Viewpoint Improves Cross-dataset Generalization for 3D Human Pose Estimation—0
3D Human Pose Estimation using Spatio-Temporal Networks with Explicit Occlusion Training—0
Weakly-Supervised 3D Human Pose Learning via Multi-view Images in the Wild—0
ActiveMoCap: Optimized Viewpoint Selection for Active Human Motion CaptureCode0
HEMlets Pose: Learning Part-Centric Heatmap Triplets for Accurate 3D Human Pose Estimation—0
Occlusion-Aware Networks for 3D Human Pose Estimation in Video—0
Trajectory Space Factorization for Deep Video-Based 3D Human Pose EstimationCode0
Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB ImageCode0
XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB CameraCode0
Exploiting temporal context for 3D human pose estimation in the wildCode0
Convolutional Mesh Regression for Single-Image Human Shape ReconstructionCode0
Generating Multiple Hypotheses for 3D Human Pose Estimation with Mixture Density NetworkCode0
Generalizing Monocular 3D Human Pose Estimation in the WildCode0
In the Wild Human Pose Estimation Using Explicit 2D Features and Intermediate 3D Representations—0
RepNet: Weakly Supervised Training of an Adversarial Reprojection Network for 3D Human Pose EstimationCode0
Monocular Total Capture: Posing Face, Body, and Hands in the WildCode0
3D Human Pose Estimation with Siamese Equivariant EmbeddingCode0
Neural Body Fitting: Unifying Deep Learning and Model-Based Human Pose and Shape EstimationCode0
It's all Relative: Monocular 3D Human Pose Estimation from Weakly Supervised Data—0
Ordinal Depth Supervision for 3D Human Pose EstimationCode0
3D Human Pose Estimation in the Wild by Adversarial Learning—0
Learning Monocular 3D Human Pose Estimation from Multi-view Images—0
DensePose: Dense Human Pose Estimation In The WildCode0
End-to-end Recovery of Human Shape and PoseCode0
Learning 3D Human Pose from Structure and MotionCode0
Monocular 3D Human Pose Estimation by Predicting Depth on Joints—0
A Dual-Source Approach for 3D Human Pose Estimation from a Single Image—0
Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised ApproachCode0
Unite the People: Closing the Loop Between 3D and 2D Human RepresentationsCode0
Lifting from the Deep: Convolutional 3D Pose Estimation from a Single ImageCode0
Monocular 3D Human Pose Estimation In The Wild Using Improved CNN Supervision—0
Learning to Fuse 2D and 3D Image Cues for Monocular Body Pose EstimationCode0
Sparseness Meets Deepness: 3D Human Pose Estimation from Monocular VideoCode0
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