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Central Voting PPF

Reproduced code for:

Efficient Center Voting for Object Detection and 6D Pose Estimation in 3D Point Cloud

💔 No official repo for this great job.

Dependence

  • Cmake 3.5
  • PCL 1.8
  • Boost
  • OpenMP
  • Eigen3

Usage

Compile the code

    mkdir build && cd build && cmake .. && make

Run the code

    ./central_voting /path_to_src_point_cloud /path_to_tgt_point_cloud
  • The .pcd point cloud file is needed
  • arg1 is the model and arg2 is scene point cloud

Warning

  • Most Important, I didn’t reach the same result as the paper mentioned, So maybe the code miss some implementation details and met this bad result. 😞

  • This is not a complete project and I just finished the key code and check the correctness.

  • I did not write the Config file , so some params need to be adjusted from the code and don't forget recompile.

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