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MULLS Reg Parameter List
Yue Pan edited this page Dec 13, 2020
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Parameters | Description | Default value |
---|---|---|
cloud_1_down_res | voxel size (m) of the voxel downsampling for the target point cloud. If it is set as 0.0, voxel downsampling would be disabled | 0.05 |
cloud_2_down_res | similar to ${cloud_1_down_res}, for the source point cloud | 0.05 |
gf_grid_size | grid size (m) for ground segmentation | 2.0 |
gf_in_grid_h_thre | height threshold (m) above the lowest point in a grid for ground segmentation | 0.3 |
gf_neigh_grid_h_thre | height threshold(m) among neighbor grids for ground segmentation | 2.2 |
gf_max_h | max height(m) allowed for ground point | DBL_MAX |
pca_neighbor_radius | PCA neighborhood searching radius (unit: m) | 1.0 |
pca_neighbor_count | use only the k nearest neighbor in the r-neighborhood to do PCA | 20 |
linearity_thre | PCA linearity threshold | 0.6 |
planarity_thre | PCA planarity threshold | 0.6 |
curvature_thre | PCA local curvature threshold | 0.1 |
reg_max_iter_num | max iteration number for icp-based registration | 25 |
is_global_reg | allow the global registration without good enough initial guess (MULLS-ICP with multliple rotation initial guess would be used) | true |
corr_num | number of the correspondence used for global coarse registration based on feature matching | 1000 |
reciprocal_corr_on | Using reciprocal feature matching to find correspondences | false |
teaser_on | use TEASER++ to do the global coarse registration or not, only available when TEARSER++ is installed properly | false |