AdaFuse Adaptive Multiview Fusion for Accurate Human Pose Estimation in the Wild

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enhance feature in occuluded viers by leveraging feature in visible views

  • point-line corrspondence: point in one view correspond to a line in another view
    • aggragate multiple lines, find a optimal estimation from sampson distance
    • heatmap fusion
  • adaptive weight for fusion
    • from appearance: some conv, mlp
    • from geometry: get sampson distance -> mlp
    • shared weight learning network