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Scan Matching Playground: ICP, SAC+IA and more

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Scan Matching

Several Scan Matching methods with visualization. Adjust parameters for each in

Dependencies

  • Eigen3
  • PCL
  • fmt
  • Boost
  • Catch2 (optional)

Local

  • Point-to-Plane Iterative Closes Points (ICP) solved with Levenberg-Marquardt optimization strategy. Includes visualization. icp_lm

Global

Credits

simseg: original authors' python implementation in scripts directory

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Scan Matching Playground: ICP, SAC+IA and more

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