mirror of https://github.com/CGAL/cgal
104 lines
3.9 KiB
Plaintext
104 lines
3.9 KiB
Plaintext
/*!
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\defgroup PkgClassification Classification Reference
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\defgroup PkgClassificationConcepts Concepts
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\ingroup PkgClassification
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\defgroup PkgClassificationMain Main Functions
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\ingroup PkgClassification
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\defgroup PkgClassificationPredicates Predicates
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\ingroup PkgClassification
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\defgroup PkgClassificationDataStructures Data Structures
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\ingroup PkgClassification
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\defgroup PkgClassificationLabel Label
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\ingroup PkgClassification
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\defgroup PkgClassificationFeature Feature
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\ingroup PkgClassification
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\defgroup PkgClassificationFeatures Predefined Features
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\ingroup PkgClassification
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\addtogroup PkgClassification
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\cgalPkgDescriptionBegin{Classification, PkgClassificationSummary}
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\cgalPkgPicture{data_classif.png}
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\cgalPkgSummaryBegin
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\cgalPkgAuthors{Simon Giraudot, Florent Lafarge}
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\cgalPkgDesc{This component implements an algorithm that classifies a data set into a user-defined set of labels (such as ground, vegetation, buildings, etc.). A flexible API is provided so that the user can classify any type of data, compute its own local features on the data set and define its own labels based on these features.}
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\cgalPkgManuals{Chapter_Classification, PkgClassification}
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\cgalPkgSummaryEnd
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\cgalPkgShortInfoBegin
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\cgalPkgSince{4.9}
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\cgalPkgBib{cgal:lm-clscm-12}
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\cgalPkgLicense{\ref licensesGPL "GPL"}
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\cgalPkgDemo{Operations on Polyhedra,polyhedron_3.zip}
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\cgalPkgShortInfoEnd
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\cgalPkgDescriptionEnd
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\cgalClassifedRefPages
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## Concepts ##
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- `CGAL::Classification::Predicate`
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- `CGAL::Classification::NeighborQuery`
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## Main Functions ##
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- `CGAL::Classification::classify()`
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- `CGAL::Classification::classify_with_local_smoothing()`
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- `CGAL::Classification::classify_with_graphcut()`
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## Classification Predicates ##
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- `CGAL::Classification::Sum_of_weighted_features_predicate`
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- `CGAL::Classification::Random_forest_predicate`
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## Data Structures ##
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- `CGAL::Classification::Point_set_feature_generator<Geom_traits, PointRange, PointMap, ConcurrencyTag, DiagonalizeTraits>`
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- `CGAL::Classification::Point_set_neighborhood<Geom_traits, PointRange, PointMap>`
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- `CGAL::Classification::Local_eigen_analysis<Geom_traits, PointRange, PointMap, DiagonalizeTraits>`
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- `CGAL::Classification::Planimetric_grid<Geom_traits, PointRange, PointMap>`
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- `CGAL::Classification::Evaluation`
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## Label ##
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- `CGAL::Classification::Label`
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- `CGAL::Classification::Label_handle`
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- `CGAL::Classification::Label_set`
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## Feature ##
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- `CGAL::Classification::Feature_base`
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- `CGAL::Classification::Feature_handle`
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- `CGAL::Classification::Feature_set`
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## Predefined Features ##
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- `CGAL::Classification::Feature::Anisotropy<Geom_traits, PointRange, PointMap, DiagonalizeTraits>`
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- `CGAL::Classification::Feature::Distance_to_plane<Geom_traits, PointRange, PointMap, DiagonalizeTraits>`
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- `CGAL::Classification::Feature::Echo_scatter<Geom_traits, PointRange, PointMap, EchoMap>`
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- `CGAL::Classification::Feature::Eigentropy<Geom_traits, PointRange, PointMap, DiagonalizeTraits>`
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- `CGAL::Classification::Feature::Elevation<Geom_traits, PointRange, PointMap>`
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- `CGAL::Classification::Feature::Hsv<Geom_traits, PointRange, ColorMap>`
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- `CGAL::Classification::Feature::Linearity<Geom_traits, PointRange, PointMap, DiagonalizeTraits>`
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- `CGAL::Classification::Feature::Omnivariance<Geom_traits, PointRange, PointMap, DiagonalizeTraits>`
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- `CGAL::Classification::Feature::Planarity<Geom_traits, PointRange, PointMap, DiagonalizeTraits>`
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- `CGAL::Classification::Feature::Sphericity<Geom_traits, PointRange, PointMap, DiagonalizeTraits>`
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- `CGAL::Classification::Feature::Sum_eigenvalues<Geom_traits, PointRange, PointMap, DiagonalizeTraits>`
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- `CGAL::Classification::Feature::Surface_variation<Geom_traits, PointRange, PointMap, DiagonalizeTraits>`
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- `CGAL::Classification::Feature::Vertical_dispersion<Geom_traits, PointRange, PointMap>`
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- `CGAL::Classification::Feature::Verticality<Geom_traits, PointRange, PointMap, DiagonalizeTraits>`
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*/
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