\( \newcommand{\E}{\mathrm{E}} \) \( \newcommand{\A}{\mathrm{A}} \) \( \newcommand{\R}{\mathrm{R}} \) \( \newcommand{\N}{\mathrm{N}} \) \( \newcommand{\Q}{\mathrm{Q}} \) \( \newcommand{\Z}{\mathrm{Z}} \) \( \def\ccSum #1#2#3{ \sum_{#1}^{#2}{#3} } \def\ccProd #1#2#3{ \sum_{#1}^{#2}{#3} }\)
CGAL 4.12.2 - Classification
Reference Manual
Here is a list of all modules:
[detail level 12]
 Classification Reference
 Concepts
 Main FunctionsFunctions that perform classification based on a set of labels and a classifier, with or without regularization
 ClassifiersClassifiers are functors that, given a label set and an input item, associate this input item with an energy for each label
 Data StructuresUseful data structures that are used to compute features (computation of eigenvalues, for example) and to regularize classification (neighborhood)
 LabelA label represents how an item should be classified, for example: vegetation, building, road, etc
 FeatureFeatures are defined as scalar fields that associates each input item with a specific value
 Predefined FeaturesCGAL provides some predefined features that are relevant for classification of point sets