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MULLS Reg Parameter List

Yue Pan edited this page Dec 13, 2020 · 7 revisions
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
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