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CGAL 6.0 - Classification
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CGAL::Classification::classify()CGAL::Classification::classify_with_local_smoothing()CGAL::Classification::classify_with_graphcut()CGAL::Classification::ETHZ::Random_forest_classifierCGAL::Classification::OpenCV::Random_forest_classifierCGAL::Classification::Sum_of_weighted_features_classifierCGAL::Classification::Local_eigen_analysisCGAL::Classification::Planimetric_grid<GeomTraits, PointRange, PointMap>CGAL::Classification::EvaluationCGAL::Classification::Feature_baseCGAL::Classification::Feature_handleCGAL::Classification::Feature_setCGAL::Classification::Feature::Color_channel<GeomTraits, PointRange, ColorMap>CGAL::Classification::Feature::Distance_to_plane<PointRange, PointMap>CGAL::Classification::Feature::Echo_scatter<GeomTraits, PointRange, PointMap, EchoMap>CGAL::Classification::Feature::EigenvalueCGAL::Classification::Feature::Elevation<GeomTraits, PointRange, PointMap>CGAL::Classification::Feature::Height_above<GeomTraits, PointRange, PointMap>CGAL::Classification::Feature::Height_below<GeomTraits, PointRange, PointMap>CGAL::Classification::Feature::Simple_feature<InputRange, PropertyMap>CGAL::Classification::Feature::Vertical_dispersion<GeomTraits, PointRange, PointMap>CGAL::Classification::Feature::Vertical_range<GeomTraits, PointRange, PointMap>CGAL::Classification::Feature::Verticality<GeomTraits>CGAL::Classification::Point_set_feature_generator<GeomTraits, PointRange, PointMap, ConcurrencyTag, DiagonalizeTraits>CGAL::Classification::Point_set_neighborhood<GeomTraits, PointRange, PointMap>CGAL::Classification::Mesh_feature_generator<GeomTraits, FaceGraph, PointMap, ConcurrencyTag, DiagonalizeTraits>CGAL::Classification::Mesh_neighborhood<FaceListGraph>CGAL::Classification::Face_descriptor_to_center_of_mass_map<FaceListGraph, VertexPointMap>CGAL::Classification::Face_descriptor_to_face_descriptor_with_bbox_map<FaceListGraph, VertexPointMap>CGAL::Classification::Cluster<ItemRange, ItemMap>CGAL::Classification::create_clusters_from_indices()CGAL::Classification::Feature::Cluster_mean_of_featureCGAL::Classification::Feature::Cluster_variance_of_featureCGAL::Classification::Feature::Cluster_sizeCGAL::Classification::Feature::Cluster_vertical_extent Modules | |
| Concepts | |
| Main Functions | |
| Functions that perform classification based on a set of labels and a classifier, with or without regularization. | |
| Classifiers | |
| Classifiers are functors that, given a label set and an input item, associate this input item with an energy for each label. | |
| Common Data Structures | |
| Useful data structures that are used to compute features (computation of eigenvalues, for example). | |
| Label | |
| A label represents how an item should be classified, for example: vegetation, building, road, etc. | |
| Feature | |
| Features are defined as scalar fields that associates each input item with a specific value. | |
| Predefined Features | |
| CGAL provides some predefined features that are relevant for classification of point sets. | |
| Point Set Classification | |
| Data structures specialized to classify point sets. | |
| Mesh Classification | |
| Data structures specialized to classify surface meshes. | |
| Cluster Classification | |
| Data structures specialized to classify clusters. | |