Quartz

Taxonomy of Human Pose Estimation

2 min read

  • Classification
    • Dimensionality
      • 2D
      • 3D
    • Subject Count
      • Single Person
      • Multiple People
    • Human Body Representation
      • Skeleton
      • Contour
      • Mesh
    • Input Modalities
      • RGB
      • RGB-D
      • Infrared
      • Multi-View Systems
      • WiFi Signals
    • Learning Paradigms
      • Supervised Learning
      • Unsupervised and Self-Supervised Learning
      • Unsupervised Domain Adaptation (UDA)
  • Architectural Evolution
    • Pre-deep learning era
      • Pictorial Structures Model
    • Dawn of deep learning era
      • CNN based regression with DeepPose
    • Heatmap Representation
      • Stacked Hourglass Networks
      • HRNet
    • Bottom-up architectures
      • OpenPose
    • The Transformer Era
      • PoseFormer
      • ViTPose
    • Hybrid Archutectures
      • Fusing CNNs
      • Transformer-GCNs

  1. Human Pose Estimation Technology in Fitness & Rehab Therapy Apps

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  23. Benchmarking 3D Human Pose Estimation Models under Occlusions - arXiv

  24. Occlusion-Aware Networks for 3D Human Pose Estimation in Video - ICCV

  25. 3D Human Pose Estimation with Occlusions: BlendMimic3D - CVPRW 2024

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