Increase 3D global localization score threshold. (#587)
With googlecartographer/cartographer#640 submitted, global localization in 3D seems to behave as expected, so there is no longer a need for a low minimum score. We increase the minimum score to be slightly above the minimum score used in the same trajectory. This is to reduce the amount of outliers which are worse in this case. This change also moves it into the backpack_3d.lua file since it should also apply to multi-trajectory SLAM.master
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@ -46,5 +46,6 @@ SPARSE_POSE_GRAPH.optimize_every_n_scans = 320
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SPARSE_POSE_GRAPH.constraint_builder.sampling_ratio = 0.03
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SPARSE_POSE_GRAPH.optimization_problem.ceres_solver_options.max_num_iterations = 10
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SPARSE_POSE_GRAPH.constraint_builder.min_score = 0.62
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SPARSE_POSE_GRAPH.constraint_builder.global_localization_min_score = 0.66
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return options
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@ -17,7 +17,4 @@ include "backpack_3d.lua"
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TRAJECTORY_BUILDER.pure_localization = true
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SPARSE_POSE_GRAPH.optimize_every_n_scans = 100
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-- 3D localization is not working that well, so we choose a low min score.
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SPARSE_POSE_GRAPH.constraint_builder.global_localization_min_score = 0.45
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return options
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