Buffer class for StaticKnnGraphBase. More...

#include <knnGraph.h>

Inheritance diagram for Ponca::KnnGraphBuffers< _Traits >:

Collaboration diagram for Ponca::KnnGraphBuffers< _Traits >:

Public Types
using	Traits = _Traits
	Alias to the Traits type

using	DataPoint = typename Traits::DataPoint
	DataPoint given by user via Traits

using	Scalar = typename DataPoint::Scalar
	Scalar given by user via DataPoint

using	VectorType = typename DataPoint::VectorType
	VectorType given by user via DataPoint

using	IndexType = typename Traits::IndexType
	Type used to index points into the PointContainer.

using	PointContainer = typename Traits::PointContainer
	Container for DataPoint used inside the KdTree

using	PointContainerConstRef = typename Traits::PointContainerConstRef
	Container for DataPoint used inside the KdTree

using	IndexContainer = typename Traits::IndexContainer
	Container for indices used inside the KdTree

using	IndexContainerRef = typename Traits::IndexContainerRef
	Ref type to index container.

using	Base = NeighborGraphBufferBase< _Traits >

Public Types inherited from Ponca::NeighborGraphBufferBase< _Traits >
using	Traits = _Traits
	Alias to the Traits type

using	DataPoint = typename Traits::DataPoint
	DataPoint given by user via Traits

using	Scalar = typename DataPoint::Scalar
	Scalar given by user via DataPoint

using	VectorType = typename DataPoint::VectorType
	VectorType given by user via DataPoint

using	IndexType = typename Traits::IndexType
	Type used to index points into the PointContainer.

using	PointContainer = typename Traits::PointContainer
	Container for DataPoint used inside the KdTree

using	PointContainerConstRef = typename Traits::PointContainerConstRef
	Container for DataPoint used inside the KdTree

using	IndexContainer = typename Traits::IndexContainer
	Container for indices used inside the KdTree

using	IndexContainerRef = typename Traits::IndexContainerRef
	Ref type to index container.

Public Member Functions
	KnnGraphBuffers (PointContainerConstRef _points, const int _k=DefaultKInKnnGraph())

	KnnGraphBuffers (PointContainerConstRef _points, IndexContainerRef _indices, const size_t _points_size, const size_t _indices_size, const int _k)

Public Member Functions inherited from Ponca::NeighborGraphBufferBase< _Traits >
	NeighborGraphBufferBase ()=default
	Default constructor, might be deleted depending on the PointContainer type (e.g. const reference)

	NeighborGraphBufferBase (PointContainerConstRef _points)
	Default constructor setting the point container.

	NeighborGraphBufferBase (PointContainerConstRef _points, IndexContainerRef _indices, const size_t _points_size, const size_t _indices_size)
	Constructor allowing to set all the attributes.

Static Public Member Functions
static constexpr int	DefaultKInKnnGraph ()
	Helper constexpr defining the default number of neighbors in Knn graphs.

Public Attributes
const int	k {DefaultKInKnnGraph()}
	Number of neighbors used to build the graph.

Public Attributes inherited from Ponca::NeighborGraphBufferBase< _Traits >
PointContainer	points
	Buffer storing the input points (read only)

IndexContainer	indices
	Buffer storing the indices associating the input points to the nodes.

size_t	points_size {0}
	Number of points in the graph.

size_t	indices_size {0}
	Number of connections in the graph.

Detailed Description

template<typename _Traits>
struct Ponca::KnnGraphBuffers< _Traits >

Buffer class for StaticKnnGraphBase.

Extends the NeighborGraphBufferBase with a constant neighborhood size k

Definition at line 23 of file knnGraph.h.

Member Typedef Documentation

◆ Base

template<typename _Traits >

using Ponca::KnnGraphBuffers< _Traits >::Base = NeighborGraphBufferBase<_Traits>

Definition at line 26 of file knnGraph.h.