姿态估计 - Human Pose Estimation Papers

人体姿态估计 - Human Pose Estimation Papers

语义分割类的论文与代码汇总 逐渐迁移到搭建的博客上 - AIUAI - www.aiuai.cn 新地址: 姿态估计 - Human Pose Estimation Papers

Single Person

1. Multi-Scale Structure-Aware Network for Human Pose Estimation - 2018 [Paper]
2. Integral Human Pose Regression [Paper]
3. Human Pose Regression by Combining Indirect Part Detection and Contextual Information - 2017 [Paper] [Code]
4. Self adversarial training for human pose estimation - 2017 [Paper]
5. Adversarial posenet: A structure-aware convolutional network for human pose estimation - 2017 [Paper]
6. Learning Feature Pyramids for Human Pose Estimation - 2017 [Paper] [Code-Torch]
7. Knowledge-Guided Deep Fractal Neural Networks for Human Pose Estimation - 2017 [Paper]
8. Compositional human pose regression - 2017 [Paper]
9. LCR-Net: Localization-Classification-Regression for Human Pose - 2017 [Paper] [Project]
10. Multi-context attention for human pose estimation - 2017 [Paper] [Code-Torch7]
11. Structured feature learning for pose estimation - 2016 [Paper] [Code-Caffe] [Project]
12. Convolutional pose machines - 2016 [Paper] [Code-Caffe]
13. Recurrent human pose estimation - 2016 [Paper]
14. Human pose estimation via Convolutional Part Heatmap Regression - 2016 [Paper] [Code-Torch] [Project]
15. Stacked Hourglass Networks for Human Pose Estimation - 2016 [Paper] [Code-Torch-train] [Code-Torch-demo] [Project]
16. Chained Predictions Using Convolutional Neural Networks - 2016 [Paper]
17. Human Pose Estimation Using Deep Consensus Voting - 2016 [Paper] [Code-Caffe] [Project]
18. End-to-end learning of deformable mixture of parts and deep convolutional neural networks for human pose estimation - 2016 [Paper] [Code]
19. Human Pose Estimation with Iterative Error Feedback - 2015 [Paper] [Code-Caffe] [Project]
20. Combining local appearance and holistic view: Dual-source deep neural networks for human pose estimation - 2015 [Paper] [Code-Caffe] [Project]
21. Flowing convnets for human pose estimation in videos - 2015 [Paper] [Code-Caffe] [Project]
22. Learning Human Pose Estimation Features with Convolutional Networks - 2014 [Paper]
23. Efficient Object Localization Using Convolutional Networks - 2014 [Paper]
24. Multi-source deep learning for human pose estimation - 2014 [Paper]
25. Heterogeneous Multi-task Learning for Human Pose Estimation with Deep CNN - 2014 [Paper]
26. Human Pose Estimation and Activity Classification Using Convolutional Neural Networks - 2014 [Paper]
27. Joint training of a convolutional network and a graphical model for human pose estimation - 2014 [Paper]
28. Articulated pose estimation by a graphical model with image dependent pairwise relations - 2014 [Paper]
29. Pose Machines- Articulated Pose Estimation via Inference Machines - 2014 [Paper] [Project]
30. DeepPose: Human Pose Estimation via Deep Neural Networks - 2013 [Paper]

Multi-Person

1. Learning to Refine Human Pose Estimation - 2018 [Paper]
2. Simple Baselines for Human Pose Estimation and Tracking - 2018-MSRA [Paper]
3. Data Distillation: Towards Omni-Supervised Learning - 2017 - FAIR [Paper]
4. Cascaded Pyramid Network for Multi-Person Pose Estimation - 2017 - Face++ [Paper] [Code-Tensorflow]
5. Associative Embedding: End-to-End Learning for Joint Detection and Grouping [Paper] [Code-Tensorflow] [Code-PyTorch]
6. ArtTrack: Articulated Multi-person Tracking in the Wild - 2017 [Paper] [Code-TensorFlow]
7. An efficient convolutional network for human pose estimation - 2017 [Paper] [Code-Caffe] [Project] [PoseTrack Challenge]
8. PoseTrack: Joint Multi-Person Pose Estimation and Tracking - 2017 [Paper] [Code-Caffe]
9. Towards Accurate Multi-person Pose Estimation in the Wild - 2017 [Paper]
10. Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields - 2016 [Paper] [Code-Caffe] [Openpose] [Code-PyTorch] [Code-Chainer]
11. RMPE: Regional Multi-person Pose Estimation - 2016 [Paper] [Code-Caffe]
12. DeeperCut: A Deeper, Stronger, and Faster Multi-Person Pose Estimation Model - 2016 [Paper] [Code-Caffe] [Code-TensorFlow]
13. DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation - 2015 [Paper] [Code-Caffe]
14. Multi-Person Pose Estimation with Local Joint-to-Person Associations - 2016 [Paper]