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Multi-Person Pose Estimation

16 papers with code · Computer Vision
Subtask of Pose Estimation

Multi-person pose estimation is the task of estimating the pose of multiple people in one frame.

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Greatest papers with code

RMPE: Regional Multi-person Pose Estimation

ICCV 2017 MVIG-SJTU/AlphaPose

In this paper, we propose a novel regional multi-person pose estimation (RMPE) framework to facilitate pose estimation in the presence of inaccurate human bounding boxes.

HUMAN DETECTION MULTI-PERSON POSE ESTIMATION

Deep High-Resolution Representation Learning for Human Pose Estimation

CVPR 2019 leoxiaobin/deep-high-resolution-net.pytorch

We start from a high-resolution subnetwork as the first stage, gradually add high-to-low resolution subnetworks one by one to form more stages, and connect the mutli-resolution subnetworks in parallel.

KEYPOINT DETECTION MULTI-PERSON POSE ESTIMATION REPRESENTATION LEARNING

ArtTrack: Articulated Multi-person Tracking in the Wild

CVPR 2017 eldar/pose-tensorflow

In this paper we propose an approach for articulated tracking of multiple people in unconstrained videos.

MULTI-PERSON POSE ESTIMATION

DeeperCut: A Deeper, Stronger, and Faster Multi-Person Pose Estimation Model

10 May 2016eldar/pose-tensorflow

The goal of this paper is to advance the state-of-the-art of articulated pose estimation in scenes with multiple people.

MULTI-PERSON POSE ESTIMATION

Multi-Person Pose Estimation with Local Joint-to-Person Associations

30 Aug 2016MVIG-SJTU/RMPE

To this end, we consider multi-person pose estimation as a joint-to-person association problem.

MULTI-PERSON POSE ESTIMATION OUTLIER DETECTION

MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network

ECCV 2018 salihkaragoz/pose-residual-network-pytorch

In this paper, we present MultiPoseNet, a novel bottom-up multi-person pose estimation architecture that combines a multi-task model with a novel assignment method.

HUMAN DETECTION KEYPOINT DETECTION MULTI-PERSON POSE ESTIMATION

Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose

29 Nov 2018Daniil-Osokin/lightweight-human-pose-estimation.pytorch

In this work we adapt multi-person pose estimation architecture to use it on edge devices.

MULTI-PERSON POSE ESTIMATION

DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation

CVPR 2016 eldar/deepcut

This paper considers the task of articulated human pose estimation of multiple people in real world images.

MULTI-PERSON POSE ESTIMATION

PoseTrack: Joint Multi-Person Pose Estimation and Tracking

CVPR 2017 iqbalu/PoseTrack-CVPR2017

In this work, we introduce the challenging problem of joint multi-person pose estimation and tracking of an unknown number of persons in unconstrained videos.

MULTI-PERSON POSE ESTIMATION MULTI-PERSON POSE ESTIMATION AND TRACKING