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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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Latest papers with code

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

1,452
25 Feb 2019

DAC: Data-free Automatic Acceleration of Convolutional Networks

20 Dec 2018baizhenmao95/2019-ZTE-Algorithm-Competition

A complex deep learning model with high accuracy runs slowly on resource-limited devices, while a light-weight model that runs much faster loses accuracy.

IMAGE CLASSIFICATION MULTI-PERSON POSE ESTIMATION OBJECT DETECTION

3
20 Dec 2018

PoseFix: Model-agnostic General Human Pose Refinement Network

CVPR 2019 mks0601/PoseFix_RELEASE

In this paper, we propose a human pose refinement network that estimates a refined pose from a tuple of an input image and input pose.

MULTI-PERSON POSE ESTIMATION

87
10 Dec 2018

CrowdPose: Efficient Crowded Scenes Pose Estimation and A New Benchmark

CVPR 2019 Jeff-sjtu/CrowdPose

In this paper, we propose a novel and efficient method to tackle the problem of pose estimation in the crowd and a new dataset to better evaluate algorithms.

KEYPOINT DETECTION MULTI-PERSON POSE ESTIMATION

111
02 Dec 2018

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

172
29 Nov 2018

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

219
11 Jul 2018

Cascaded Pyramid Network for Multi-Person Pose Estimation

CVPR 2018 megvii-detection/MSPN

In this paper, we present a novel network structure called Cascaded Pyramid Network (CPN) which targets to relieve the problem from these "hard" keypoints.

KEYPOINT DETECTION MULTI-PERSON POSE ESTIMATION

74
20 Nov 2017

Generative Partition Networks for Multi-Person Pose Estimation

21 May 2017NieXC/pytorch-ppn

This paper proposes a new Generative Partition Network (GPN) to address the challenging multi-person pose estimation problem.

HUMAN DETECTION MULTI-PERSON POSE ESTIMATION

59
21 May 2017

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

812
05 Dec 2016

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

2,853
01 Dec 2016