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Point Pair Feature-Based Pose Estimation with Multiple Edge Appearance Models (PPF-MEAM) for Robotic Bin Picking

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PPF-MEAM

PPF-MEAM is an implementation of the Point Pair Feature-Based Pose Estimation with Multiple Edge Appearance Models (PPF-MEAM) for Robotic Bin Picking from Diyi Liu et al.

The project takes a .STL mesh model as an input, then it will find every matches available in the scene provided as a .pcd file and a .jpg file.

Requirements

To build this project you will need:

  • Point Cloud Library (PCL 1.7)

  • Eigen library 3.0

  • OpenCV

  • cmake 2.8

Compile and run

    mkdir build
    cd build
    cmake ..
    make
    ./PPF-MEAM

Result

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Point Pair Feature-Based Pose Estimation with Multiple Edge Appearance Models (PPF-MEAM) for Robotic Bin Picking

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