VoxelPose Towards Multi-Camera 3D Human Pose Estimation in Wild Environment

image -> 2D feature -> 3D feature -> pose estimation

• discretized 3D space -> cuboid proposals
  • supervised by a Gaussian filtered score
  • similar to object detection, but in 3D
• fine-grained feature volume at each proposal
  • global softargmax to get a finer pose