3D Multi-Person Pose Estimation
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Benchmarks
Most implemented
End-to-end Recovery of Human Shape and Pose
Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image
XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera
Fast and Robust Multi-Person 3D Pose Estimation from Multiple Views
Direct Multi-view Multi-person 3D Pose Estimation
Monocular, One-stage, Regression of Multiple 3D People
Papers
Multi-person Physics-based Pose Estimation for Combat Sports
We propose a novel framework for accurate 3D human pose estimation in combat sports using sparse multi-camera setups. Our method integrates robust multi-view 2D pose tracking via a transformer-based top-down approach, em…
3D Human Pose Estimation3D Multi-Person Pose EstimationMulti-Person Pose EstimationPose Estimation+4RapidPoseTriangulation: Multi-view Multi-person Whole-body Human Pose Triangulation in a Millisecond
The integration of multi-view imaging and pose estimation represents a significant advance in computer vision applications, offering new possibilities for understanding human movement and interactions. This work presents…
3D Multi-Person Pose EstimationMulti-Person Pose EstimationPose EstimationMulti-HMR: Multi-Person Whole-Body Human Mesh Recovery in a Single Shot
We present Multi-HMR, a strong sigle-shot model for multi-person 3D human mesh recovery from a single RGB image. Predictions encompass the whole body, i.e., including hands and facial expressions, using the SMPL-X parame…
3D Human Pose Estimation3D Human Reconstruction3D Multi-Person Mesh Recovery3D Multi-Person Pose Estimation+1Instance-aware Contrastive Learning for Occluded Human Mesh Reconstruction
A simple yet effective method for occlusion-robust 3D human mesh reconstruction from a single image is presented in this paper. Although many recent studies have shown the remarkable improvement in human mesh reconst…
3D Human Pose Estimation3D Multi-Person Mesh Recovery3D Multi-Person Pose EstimationContrastive Learning+1Geometry-Biased Transformer for Robust Multi-View 3D Human Pose Reconstruction
We address the challenges in estimating 3D human poses from multiple views under occlusion and with limited overlapping views. We approach multi-view, single-person 3D human pose reconstruction as a regression problem an…
3D Human Pose Estimation3D Multi-Person Pose EstimationDecoderTowards Robust and Smooth 3D Multi-Person Pose Estimation from Monocular Videos in the Wild
3D pose estimation is an invaluable task in computer vision with various practical applications. Especially, 3D pose estimation for multi-person from a monocular video (3DMPPE) is particularly challenging and is still la…
3D Multi-Person Pose Estimation3D Multi-Person Pose Estimation (absolute)3D Multi-Person Pose Estimation (root-relative)3D Pose Estimation+3