cv_opse_estimate

2017.11.15

  • CNN based method
  • coordination regression
  • heatmap
  • stacked hourglass networks # 2017.11.22
  • Scale
  • openpose
  • Town-down method
  • recall 99%

  • STN: spartial transform network
  • \(\theta\) automatic parameter for bounding box
  • \(\theta^{-1}\) reverse transformation
  • Symmetric STN: this network can be lazy. to avoid STN not transform the pose to the center, parallel SPPE
  • distribution error differ by the detection tools: fastRCNN, SSD, etc.
  • RMPE CMUpose

  • 3D pose