Human Pose Estimation [ECCV’22, NeurIPS‘22]

Facial Landmark / Face Alignment 没有相关论文，大概每年几篇了；

Human Pose Estimation：ECCV有17篇，NeurIPS有5篇，工作重点偏向3D。

ECCV'22 (17篇)

2D

• Pose-NDF: Modelling Human Pose Manifolds with Neural Distance Fields
• CLIFF: Carrying Location Information in Full Frames into Human Pose and Shape Estimation
• SimCC: a Simple Coordinate Classification Perspective for Human Pose Estimation
• PPT: token-Pruned Pose Transformer for monocular and multi-view human pose estimation
• Regularizing Vector Embedding in Bottom-Up Human Pose Estimation
• Poseur: Direct Human Pose Regression with Transformers
• Self-Constrained Inference Optimization on Structural Groups for Human Pose Estimation
• PoseTrans: A Simple Yet Effective Pose Transformation Augmentation for Human Pose Estimation
• Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-Person Human Pose Estimation

3D

• VirtualPose: Learning Generalizable 3D Human Pose Models from Virtual Data
• C3P: Cross-domain Pose Prior Propagation for Weakly Supervised 3D Human Pose Estimation
• Structural Triangulation: A Closed-Form Solution to Constrained 3D Human Pose Estimation
• P-STMO: Pre-Trained Spatial Temporal Many-to-One Model for 3D Human Pose Estimation
• Explicit Occlusion Reasoning for Multi-person 3D Human Pose Estimation
• 3D Human Pose Estimation Using Möbius Graph Convolutional Networks
• Faster VoxelPose: Real-time 3D Human Pose Estimation by Orthographic Projection
• DH-AUG: DH Forward Kinematics Model Driven Augmentation for 3D Human Pose Estimation

NeurIPS'22 (5篇)

2D

• ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation
• Heatmap Distribution Matching for Human Pose Estimation
• Embodied Scene-aware Human Pose Estimation

3D

• Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms
• mRI: Multi-modal 3D Human Pose Estimation Dataset using mmWave, RGB-D, and Inertial Sensors