31#if defined(VoronoiCovarianceMeasureOnDigitalSurface_RECURSES)
32#error Recursive header files inclusion detected in VoronoiCovarianceMeasureOnDigitalSurface.h
35#define VoronoiCovarianceMeasureOnDigitalSurface_RECURSES
37#if !defined VoronoiCovarianceMeasureOnDigitalSurface_h
39#define VoronoiCovarianceMeasureOnDigitalSurface_h
44#include "DGtal/base/Common.h"
45#include "DGtal/base/CountedConstPtrOrConstPtr.h"
46#include "DGtal/kernel/Point2ScalarFunctors.h"
47#include "DGtal/math/linalg/EigenDecomposition.h"
48#include "DGtal/topology/CDigitalSurfaceContainer.h"
49#include "DGtal/topology/DigitalSurface.h"
50#include "DGtal/geometry/volumes/distance/CSeparableMetric.h"
51#include "DGtal/geometry/volumes/estimation/VoronoiCovarianceMeasure.h"
84 template <
typename TDigitalSurfaceContainer,
typename TSeparableMetric,
85 typename TKernelFunction>
96 typedef typename DigitalSurfaceContainer::KSpace
KSpace;
97 typedef typename DigitalSurfaceContainer::Surfel
Surfel;
165 bool verbose =
false );
188 template <
typename Po
intOutputIterator>
292 template <
typename TDigitalSurfaceContainer,
typename TSeparableMetric,
typename TKernelFunction>
302#include "DGtal/geometry/surfaces/estimation/VoronoiCovarianceMeasureOnDigitalSurface.ih"
309#undef VoronoiCovarianceMeasureOnDigitalSurface_RECURSES
Aim: This class encapsulates its parameter class so that to indicate to the user that the object/poin...
Aim: Represents a set of n-1-cells in a nD space, together with adjacency relation between these cell...
DigitalSurfaceContainer::SurfelConstIterator ConstIterator
Aim: This class provides methods to compute the eigen decomposition of a matrix. Its objective is to ...
PointVector< dim, Integer > Point
SignedKhalimskyCell< dim, Integer > SCell
SpaceND< dim, Integer > Space
Aim: This class specializes the Voronoi covariance measure for digital surfaces. It adds notably the ...
Scalar radiusTrivial() const
const Surfel2Normals & mapSurfel2Normals() const
void selfDisplay(std::ostream &out) const
Surfel2Normals mySurfel2Normals
Surface::ConstIterator ConstIterator
KernelFunction KernelFunction
std::map< Surfel, Normals > Surfel2Normals
CountedConstPtrOrConstPtr< Surface > surface() const
the const-aliased digital surface.
BOOST_CONCEPT_ASSERT((concepts::CDigitalSurfaceContainer< TDigitalSurfaceContainer >))
~VoronoiCovarianceMeasureOnDigitalSurface()
VoronoiCovarianceMeasureOnDigitalSurface(ConstAlias< Surface > _surface, Surfel2PointEmbedding _surfelEmbedding, Scalar _R, Scalar _r, KernelFunction chi_r, Scalar t=2.5, Metric aMetric=Metric(), bool verbose=false)
DigitalSurface< DigitalSurfaceContainer > Surface
VoronoiCovarianceMeasureOnDigitalSurface()
Point2EigenStructure myPt2EigenStructure
bool getChiVCMEigenvalues(VectorN &values, Surfel s) const
DigitalSurfaceContainer DigitalSurfaceContainer
EigenDecomposition< KSpace::dimension, Scalar > LinearAlgebraTool
const Point2EigenStructure & mapPoint2ChiVCM() const
BOOST_CONCEPT_ASSERT((concepts::CUnaryFunctor< KernelFunction, Point, Scalar >))
CountedConstPtrOrConstPtr< Surface > mySurface
std::map< Point, EigenStructure > Point2EigenStructure
DigitalSurfaceContainer::Surfel Surfel
BOOST_CONCEPT_ASSERT((concepts::CSeparableMetric< TSeparableMetric >))
Surfel2PointEmbedding mySurfelEmbedding
PointOutputIterator getPoints(PointOutputIterator outIt, Surfel s) const
VoronoiCovarianceMeasure< Space, Metric > VCM
bool getChiVCMEigenStructure(VectorN &values, MatrixNN &vectors, Surfel s) const
VoronoiCovarianceMeasureOnDigitalSurface & operator=(const VoronoiCovarianceMeasureOnDigitalSurface &other)
DigitalSurfaceContainer::KSpace KSpace
VoronoiCovarianceMeasureOnDigitalSurface(const VoronoiCovarianceMeasureOnDigitalSurface &other)
Surfel2PointEmbedding surfelEmbedding() const
the chosen embedding Surfel -> Point(s)
Aim: This class precomputes the Voronoi Covariance Measure of a set of points. It can compute the cov...
MatrixNN::RowVector VectorN
DGtal::SimpleMatrix< Scalar, Space::dimension, Space::dimension > MatrixNN
DGtal is the top-level namespace which contains all DGtal functions and types.
std::ostream & operator<<(std::ostream &out, const ClosedIntegerHalfPlane< TSpace > &object)
Surfel2PointEmbedding
Possible embeddings for surfel as point(s)
Structure to hold a diagonalized matrix.
VectorN values
eigenvalues from the smallest to the biggest
MatrixNN vectors
corresponding eigenvectors
Structure to hold the normals for each surfel (the VCM one and the trivial one).
Aim: The digital surface container concept describes a minimal set of inner types and methods so as t...
Aim: defines the concept of separable metrics.
Aim: Defines a unary functor, which associates arguments to results.