3D Multi-Person Pose Estimation (root-relative)
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Benchmarks
MuPoTS-3D
Most implemented
Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach
Single-Shot Multi-Person 3D Pose Estimation From Monocular RGB
Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image
Dual networks based 3D Multi-Person Pose Estimation from Monocular Video
Distribution-Aware Single-Stage Models for Multi-Person 3D Pose Estimation
Papers
Towards 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+3Explicit Occlusion Reasoning for Multi-person 3D Human Pose Estimation
Occlusion poses a great threat to monocular multi-person 3D human pose estimation due to large variability in terms of the shape, appearance, and position of occluders. While existing methods try to handle occlusion with…
3D Human Pose Estimation3D Multi-Person Pose Estimation (absolute)3D Multi-Person Pose Estimation (root-relative)Data Augmentation+1Dynamic Graph Reasoning for Multi-person 3D Pose Estimation
Multi-person 3D pose estimation is a challenging task because of occlusion and depth ambiguity, especially in the cases of crowd scenes. To solve these problems, most existing methods explore modeling body context cues b…
3D Human Pose Estimation3D Multi-Person Pose Estimation3D Multi-Person Pose Estimation (absolute)3D Multi-Person Pose Estimation (root-relative)+2Dual networks based 3D Multi-Person Pose Estimation from Monocular Video
Monocular 3D human pose estimation has made progress in recent years. Most of the methods focus on single persons, which estimate the poses in the person-centric coordinates, i.e., the coordinates based on the center of …
3D Human Pose Estimation3D Multi-Person Pose Estimation3D Multi-Person Pose Estimation (absolute)3D Multi-Person Pose Estimation (root-relative)+5Permutation-Invariant Relational Network for Multi-person 3D Pose Estimation
The recovery of multi-person 3D poses from a single RGB image is a severely ill-conditioned problem due to the inherent 2D-3D depth ambiguity, inter-person occlusions, and body truncations. To tackle these issues, recent…
3D Multi-Person Pose Estimation3D Multi-Person Pose Estimation (absolute)3D Multi-Person Pose Estimation (root-relative)3D Pose Estimation+1Distribution-Aware Single-Stage Models for Multi-Person 3D Pose Estimation
In this paper, we present a novel Distribution-Aware Single-stage (DAS) model for tackling the challenging multi-person 3D pose estimation problem. Different from existing top-down and bottom-up methods, the proposed DAS…
3D Multi-Person Pose Estimation3D Multi-Person Pose Estimation (absolute)3D Multi-Person Pose Estimation (root-relative)3D Pose Estimation+2