There are some papers about 2D/3D human pose estimation.
2D
1. Wang J, Jin S, Liu W, et al. When Human Pose Estimation Meets Robustness: Adversarial Algorithms and Benchmarks[C]. CVPR 2021. [paper][code]
2. Liu Z, Chen H, Feng R, et al. Deep Dual Consecutive Network for Human Pose Estimation[C]. CVPR 2021. [paper][code]
3. Li K, Wang S, Zhang X, et al. Pose Recognition with Cascade Transformers[C]. CVPR 2021. [paper][code]
3D&&形状估计
1. Lin K, Wang L, Liu Z. End-to-end human pose and mesh reconstruction with transformers[C]. CVPR 2021. [paper][code]
2. Gong K, Zhang J, Feng J. PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation[C]. CVPR 2021. [paper][code]
3. Cheng Y, Wang B, Yang B, et al. Monocular 3D Multi-Person Pose Estimation by Integrating Top-Down and Bottom-Up Networks[C]. CVPR 2021. [paper][code]
4. Li J, Xu C, Chen Z, et al. HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation[C]. CVPR 2021. [paper][code]
5. Li Z, Yu T, Zheng Z, et al. POSEFusion: Pose-guided Selective Fusion for Single-view Human Volumetric Capture[C]. CVPR 2021. [paper][code]
6. Choi H, Moon G, Chang J Y, et al. Beyond Static Features for Temporally Consistent 3D Human Pose and Shape from a Video[C]. CVPR 2021. [paper][code]
7. Zhou Y, Habermann M, Habibie I, et al. Monocular Real-time Full Body Capture with Inter-part Correlations[C]. CVPR 2021. [paper][code]
8. Schmidtke L, Vlontzos A, Ellershaw S, et al. Unsupervised Human Pose Estimation through Transforming Shape Templates[C]. CVPR 2021. [paper][code]
9. Lin J, Lee G H. Multi-View Multi-Person 3D Pose Estimation with Plane Sweep Stereo[C]. CVPR 2021. [paper][code]
10. Geng Z, Sun K, Xiao B, et al. Bottom-Up Human Pose Estimation Via Disentangled Keypoint Regression[C]. CVPR 2021. [paper][code]
11. Fang Q, Shuai Q, Dong J, et al. Reconstructing 3D Human Pose by Watching Humans in the Mirror[C]. CVPR 2021. [paper][code]
12. Yuan Y, Wei S E, Simon T, et al. SimPoE: Simulated Character Control for 3D Human Pose Estimation[C]. CVPR 2021. [paper][code]
13. Guzov V, Mir A, Sattler T, et al. Human POSEitioning System (HPS): 3D Human Pose Estimation and Self-localization in Large Scenes from Body-Mounted Sensors[C]. CVPR 2021. [paper][code]
14. Wandt B, Rudolph M, Zell P, et al. CanonPose: Self-supervised monocular 3D human pose estimation in the wild[C]. CVPR 2021. [paper][code]
15. Yu F, Salzmann M, Fua P, et al. PCLs: Geometry-aware neural reconstruction of 3D pose with perspective crop layers[C]. CVPR 2021. [paper][code]
轻量化
1. Xu L, Guan Y, Jin S, et al. ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search[C]. CVPR 2021. [paper][code]
手部
2. Chen X, Liu Y, Ma C, et al. Camera-Space Hand Mesh Recovery via Semantic Aggregation and Adaptive 2D-1D Registration[C]. CVPR 2021. [paper][code]