1.Openpose（coco2016关键点冠军，利用paf进行group）

CVPR2016 | Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields
Arxiv 2018 | OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields

Official Code: caffe
3rdparty Code：tensorflow1
3rdparty Code：tensorflow2
3rdparty Code：tensorflow3
3rdparty Code：tensorflow4
3rdparty Code：tensorflow5
3rdparty Code：tensorflow6
3rdparty Code：pytorch1
3rdparty Code：pytorch2
3rdparty Code：pytorch3
3rdparty Code：Caffe2

2.Lightweight OpenPose（轻量级Openpose）

Arxiv 2018 | Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose
Official Code openpose3: pytorch

3.Associative Embedding （关键点分组编码思想）

CVPR 2016 | Associative Embedding:End-to-End Learning for Joint Detection and Grouping
3rdparty Code:pytorch
3rdparty Code:tensorflow

4.Pose Proposal Networks（利用YOLO思想采用网格级别姿态估计）

ECCV 2018 | Pose Proposal Networks
3rdparty Code:pytorch
3rdparty Code:chainer

5.GPN（生成分区网络用以实现多人姿态估计）

ECCV 2018 | Generative Partition Networks for Multi-Person Pose Estimation
Official Code:pytorch

6.SPM（单阶段多人姿态估计机器）

ICCV 2019 | Single-Stage Multi-Person Pose Machines
3edParty：tensorflow

7.personlab（将人体关键点检测和实例分割统一到一个网络中）

ECCV 2018 | PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding Model
3rdParty : Keras
3rdParty : tensorflow

8.pifpaf（效果远超Openpose）

CVPR 2019 | PifPaf: Composite Fields for Human Pose Estimation
Official Code:pytorch

9.HigherHrnet（改进hrnet用于多人关键点估计，达到目前最优）

CVPR 2019 | Bottom-up Higher-Resolution Networks for Multi-Person Pose Estimation
Official Code： pytorch

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top-down

1.Joint-to-Person Associations（利用线性规划尝试解决拥挤和遮挡问题）

ECCVworkshop 2016 | Multi-Person Pose Estimation with Local Joint-to-Person Associations

2.Deepcut & Deepercut（基于人体聚类后利用线性规划获取关键点）

CVPR 2016 | DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation
ECCV 2016 | DeeperCut: A Deeper, Stronger, and Faster Multi-Person Pose Estimation Model
Official Code: caffe

3.G-RMI（关键点检测基石，有许多基础思路）

CVPR2017 Google | Towards accurate multi-person pose estimation in the wild
Official Code: pytorch

4.alphapsoe1 & alphapsoe2（解决人体框不准和拥挤场景姿态估计）

ICCV 2017 | RMPE: Regional Multi-person Pose Estimation
ArXiv 2018 | CrowdPose: Efficient Crowded Scenes Pose Estimation and A New Benchmark
Official Code: caffe
Official Code: pytorch

5.Joint Pose & Segmentation（联合姿态估计和躯干分割网络）

CVPR 2017 | Joint Multi-Person Pose Estimation and Semantic Part Segmentation

6.Joint Pose & Detection（联合姿态估计和目标检测网络）

ECCV 2018 | MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network
Official Code:pytorch