Face Alignment / Human Pose Estimation [CVPR‘23, ECCV‘22, NeurIPS‘22]

CVPR'23 accepted paper list

Facial Landmark / Face Alignment 论文较少：

CVPR'23 (3篇)

值得关注的子领域：Synthetic Data

• STAR Loss: Reducing Semantic Ambiguity in Facial Landmark Detection
• 3D-Aware Facial Landmark Detection via Multi-View Consistent Training on Synthetic Data
• DSFNet: Dual Space Fusion Network for Occlusion-Robust 3D Dense Face Alignment

Human Pose Estimation：

CVPR'23 (16篇)

值得关注的子领域：Egocentric，Camera-to-Robot，Cross-Domain，以及手、动物、物体和头的姿态检测。

• Ego-Body Pose Estimation via Ego-Head Pose Estimation
• SLOPER4D: A Scene-Aware Dataset for Global 4D Human Pose Estimation in Urban Environments
• Self-Correctable and Adaptable Inference for Generalizable Human Pose Estimation 
• RDB-Pose: A Large-Scale Dataset for Multi-Person Pose Estimation and Tracking
• SliceMatch: Geometry-Guided Aggregation for Cross-View Pose Estimation
• 3D Human Pose Estimation via Intuitive Physics
• 3D Human Pose Estimation With Spatio-Temporal Criss-Cross Attention
• Scene-Aware Egocentric 3D Human Pose Estimation 
• A Characteristic Function-Based Method for Bottom-Up Human Pose Estimation
• Human Pose Estimation in Extremely Low-Light Conditions
• ​​​​​PoseFormerV2: Exploring Frequency Domain for Efficient and Robust 3D Human Pose Estimation
• Semi-Supervised 2D Human Pose Estimation Driven by Position Inconsistency Pseudo Label Correction Module
• Mutual Information-Based Temporal Difference Learning for Human Pose Estimation in Video
• Towards Stable Human Pose Estimation via Cross-View Fusion and Foot Stabilization
• DiffPose: Toward More Reliable 3D Pose Estimation
• Listening Human Behavior: 3D Human Pose Estimation With Acoustic Signals 

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