VoxelGrid assembles a local 3D grid over a given PointCloud, and downsamples + filters the data. More...

#include <pcl/filters/voxel_grid.h>

Inheritance diagram for pcl::VoxelGrid< pcl::PCLPointCloud2 >:

Collaboration diagram for pcl::VoxelGrid< pcl::PCLPointCloud2 >:

Public Member Functions
	VoxelGrid ()
	Empty constructor. More...

	~VoxelGrid () override=default
	Destructor. More...

void	setLeafSize (const Eigen::Vector4f &leaf_size)
	Set the voxel grid leaf size. More...

void	setLeafSize (float lx, float ly, float lz)
	Set the voxel grid leaf size. More...

Eigen::Vector3f	getLeafSize () const
	Get the voxel grid leaf size. More...

void	setDownsampleAllData (bool downsample)
	Set to true if all fields need to be downsampled, or false if just XYZ. More...

bool	getDownsampleAllData () const
	Get the state of the internal downsampling parameter (true if all fields need to be downsampled, false if just XYZ). More...

void	setMinimumPointsNumberPerVoxel (unsigned int min_points_per_voxel)
	Set the minimum number of points required for a voxel to be used. More...

unsigned int	getMinimumPointsNumberPerVoxel () const
	Return the minimum number of points required for a voxel to be used. More...

void	setSaveLeafLayout (bool save_leaf_layout)
	Set to true if leaf layout information needs to be saved for later access. More...

bool	getSaveLeafLayout () const
	Returns true if leaf layout information will to be saved for later access. More...

Eigen::Vector3i	getMinBoxCoordinates () const
	Get the minimum coordinates of the bounding box (after filtering is performed). More...

Eigen::Vector3i	getMaxBoxCoordinates () const
	Get the minimum coordinates of the bounding box (after filtering is performed). More...

Eigen::Vector3i	getNrDivisions () const
	Get the number of divisions along all 3 axes (after filtering is performed). More...

Eigen::Vector3i	getDivisionMultiplier () const
	Get the multipliers to be applied to the grid coordinates in order to find the centroid index (after filtering is performed). More...

int	getCentroidIndex (float x, float y, float z) const
	Returns the index in the resulting downsampled cloud of the specified point. More...

std::vector< int >	getNeighborCentroidIndices (float x, float y, float z, const Eigen::MatrixXi &relative_coordinates) const
	Returns the indices in the resulting downsampled cloud of the points at the specified grid coordinates, relative to the grid coordinates of the specified point (or -1 if the cell was empty/out of bounds). More...

std::vector< int >	getNeighborCentroidIndices (float x, float y, float z, const std::vector< Eigen::Vector3i, Eigen::aligned_allocator< Eigen::Vector3i > > &relative_coordinates) const
	Returns the indices in the resulting downsampled cloud of the points at the specified grid coordinates, relative to the grid coordinates of the specified point (or -1 if the cell was empty/out of bounds). More...

std::vector< int >	getLeafLayout () const
	Returns the layout of the leafs for fast access to cells relative to current position. More...

Eigen::Vector3i	getGridCoordinates (float x, float y, float z) const
	Returns the corresponding (i,j,k) coordinates in the grid of point (x,y,z). More...

int	getCentroidIndexAt (const Eigen::Vector3i &ijk) const
	Returns the index in the downsampled cloud corresponding to a given set of coordinates. More...

void	setFilterFieldName (const std::string &field_name)
	Provide the name of the field to be used for filtering data. More...

std::string const	getFilterFieldName () const
	Get the name of the field used for filtering. More...

void	setFilterLimits (const double &limit_min, const double &limit_max)
	Set the field filter limits. More...

void	getFilterLimits (double &limit_min, double &limit_max) const
	Get the field filter limits (min/max) set by the user. More...

void	setFilterLimitsNegative (const bool limit_negative)
	Set to true if we want to return the data outside the interval specified by setFilterLimits (min, max). More...

void	getFilterLimitsNegative (bool &limit_negative) const
	Get whether the data outside the interval (min/max) is to be returned (true) or inside (false). More...

bool	getFilterLimitsNegative () const
	Get whether the data outside the interval (min/max) is to be returned (true) or inside (false). More...

Public Member Functions inherited from pcl::Filter< pcl::PCLPointCloud2 >
	Filter (bool extract_removed_indices=false)
	Empty constructor. More...

IndicesConstPtr const	getRemovedIndices () const
	Get the point indices being removed. More...

void	getRemovedIndices (PointIndices &pi)
	Get the point indices being removed. More...

void	filter (PCLPointCloud2 &output)
	Calls the filtering method and returns the filtered dataset in output. More...

Public Member Functions inherited from pcl::PCLBase< pcl::PCLPointCloud2 >
	PCLBase ()
	Empty constructor. More...

virtual	~PCLBase ()=default
	destructor. More...

void	setInputCloud (const PCLPointCloud2ConstPtr &cloud)
	Provide a pointer to the input dataset. More...

PCLPointCloud2ConstPtr const	getInputCloud () const
	Get a pointer to the input point cloud dataset. More...

void	setIndices (const IndicesPtr &indices)
	Provide a pointer to the vector of indices that represents the input data. More...

void	setIndices (const PointIndicesConstPtr &indices)
	Provide a pointer to the vector of indices that represents the input data. More...

IndicesPtr const	getIndices () const
	Get a pointer to the vector of indices used. More...

Protected Member Functions
void	applyFilter (PCLPointCloud2 &output) override
	Downsample a Point Cloud using a voxelized grid approach. More...

Protected Member Functions inherited from pcl::Filter< pcl::PCLPointCloud2 >
const std::string &	getClassName () const
	Get a string representation of the name of this class. More...

Protected Member Functions inherited from pcl::PCLBase< pcl::PCLPointCloud2 >
bool	initCompute ()

bool	deinitCompute ()

Protected Attributes
Eigen::Vector4f	leaf_size_
	The size of a leaf. More...

Eigen::Array4f	inverse_leaf_size_
	Internal leaf sizes stored as 1/leaf_size_ for efficiency reasons. More...

bool	downsample_all_data_ {true}
	Set to true if all fields need to be downsampled, or false if just XYZ. More...

bool	save_leaf_layout_ {false}
	Set to true if leaf layout information needs to be saved in leaf_layout. More...

std::vector< int >	leaf_layout_
	The leaf layout information for fast access to cells relative to current position. More...

Eigen::Vector4i	min_b_
	The minimum and maximum bin coordinates, the number of divisions, and the division multiplier. More...

Eigen::Vector4i	max_b_

Eigen::Vector4i	div_b_

Eigen::Vector4i	divb_mul_

std::string	filter_field_name_
	The desired user filter field name. More...

double	filter_limit_min_ {std::numeric_limits<float>::lowest()}
	The minimum allowed filter value a point will be considered from. More...

double	filter_limit_max_ {std::numeric_limits<float>::max()}
	The maximum allowed filter value a point will be considered from. More...

bool	filter_limit_negative_ {false}
	Set to true if we want to return the data outside (filter_limit_min_;filter_limit_max_). More...

unsigned int	min_points_per_voxel_ {0}
	Minimum number of points per voxel for the centroid to be computed. More...

Protected Attributes inherited from pcl::Filter< pcl::PCLPointCloud2 >
IndicesPtr	removed_indices_
	Indices of the points that are removed. More...

bool	extract_removed_indices_
	Set to true if we want to return the indices of the removed points. More...

std::string	filter_name_
	The filter name. More...

Protected Attributes inherited from pcl::PCLBase< pcl::PCLPointCloud2 >
PCLPointCloud2ConstPtr	input_
	The input point cloud dataset. More...

IndicesPtr	indices_
	A pointer to the vector of point indices to use. More...

bool	use_indices_
	Set to true if point indices are used. More...

bool	fake_indices_
	If no set of indices are given, we construct a set of fake indices that mimic the input PointCloud. More...

std::vector< uindex_t >	field_sizes_
	The size of each individual field. More...

index_t	x_idx_
	The x-y-z fields indices. More...

index_t	y_idx_

index_t	z_idx_

std::string	x_field_name_
	The desired x-y-z field names. More...

std::string	y_field_name_

std::string	z_field_name_

Additional Inherited Members
Public Types inherited from pcl::Filter< pcl::PCLPointCloud2 >
using	Ptr = shared_ptr< Filter< pcl::PCLPointCloud2 > >

using	ConstPtr = shared_ptr< const Filter< pcl::PCLPointCloud2 > >

using	PCLPointCloud2 = pcl::PCLPointCloud2

using	PCLPointCloud2Ptr = PCLPointCloud2::Ptr

using	PCLPointCloud2ConstPtr = PCLPointCloud2::ConstPtr

Public Types inherited from pcl::PCLBase< pcl::PCLPointCloud2 >
using	PCLPointCloud2 = pcl::PCLPointCloud2

using	PCLPointCloud2Ptr = PCLPointCloud2::Ptr

using	PCLPointCloud2ConstPtr = PCLPointCloud2::ConstPtr

using	PointIndicesPtr = PointIndices::Ptr

using	PointIndicesConstPtr = PointIndices::ConstPtr

Detailed Description

VoxelGrid assembles a local 3D grid over a given PointCloud, and downsamples + filters the data.

The VoxelGrid class creates a 3D voxel grid (think about a voxel grid as a set of tiny 3D boxes in space) over the input point cloud data. Then, in each voxel (i.e., 3D box), all the points present will be approximated (i.e., downsampled) with their centroid. This approach is a bit slower than approximating them with the center of the voxel, but it represents the underlying surface more accurately.

Author: Radu B. Rusu, Bastian Steder, Radoslaw Cybulski

Definition at line 537 of file voxel_grid.h.

Constructor & Destructor Documentation

◆ VoxelGrid()

pcl::VoxelGrid< pcl::PCLPointCloud2 >::VoxelGrid ( )

inline

Empty constructor.

Definition at line 548 of file voxel_grid.h.

◆ ~VoxelGrid()

pcl::VoxelGrid< pcl::PCLPointCloud2 >::~VoxelGrid ( )

overridedefault

Destructor.

Member Function Documentation

◆ applyFilter()

void pcl::VoxelGrid< pcl::PCLPointCloud2 >::applyFilter ( PCLPointCloud2 & output )

overrideprotectedvirtual

Downsample a Point Cloud using a voxelized grid approach.

Parameters

[out] output the resultant point cloud

Implements pcl::Filter< pcl::PCLPointCloud2 >.

◆ getCentroidIndex()

int pcl::VoxelGrid< pcl::PCLPointCloud2 >::getCentroidIndex	(	float	x,
		float	y,
		float	z
	)		const

inline

Returns the index in the resulting downsampled cloud of the specified point.

Note: for efficiency, user must make sure that the saving of the leaf layout is enabled and filtering performed, and that the point is inside the grid, to avoid invalid access (or use getGridCoordinates+getCentroidIndexAt)

Parameters

[in]	x	the X point coordinate to get the index at
[in]	y	the Y point coordinate to get the index at
[in]	z	the Z point coordinate to get the index at

Definition at line 662 of file voxel_grid.h.

◆ getCentroidIndexAt()

int pcl::VoxelGrid< pcl::PCLPointCloud2 >::getCentroidIndexAt ( const Eigen::Vector3i & ijk ) const

inline

Returns the index in the downsampled cloud corresponding to a given set of coordinates.

Parameters

[in] ijk the coordinates (i,j,k) in the grid (-1 if empty)

Definition at line 742 of file voxel_grid.h.

◆ getDivisionMultiplier()

Eigen::Vector3i pcl::VoxelGrid< pcl::PCLPointCloud2 >::getDivisionMultiplier ( ) const

inline

Get the multipliers to be applied to the grid coordinates in order to find the centroid index (after filtering is performed).

Definition at line 652 of file voxel_grid.h.

◆ getDownsampleAllData()

bool pcl::VoxelGrid< pcl::PCLPointCloud2 >::getDownsampleAllData ( ) const

inline

Get the state of the internal downsampling parameter (true if all fields need to be downsampled, false if just XYZ).

Definition at line 607 of file voxel_grid.h.

◆ getFilterFieldName()

std::string const pcl::VoxelGrid< pcl::PCLPointCloud2 >::getFilterFieldName ( ) const

inline

Get the name of the field used for filtering.

Definition at line 766 of file voxel_grid.h.

◆ getFilterLimits()

void pcl::VoxelGrid< pcl::PCLPointCloud2 >::getFilterLimits	(	double &	limit_min,
		double &	limit_max
	)		const

inline

Get the field filter limits (min/max) set by the user.

The default values are std::numeric_limits<float>::lowest(), std::numeric_limits<float>::max().

Parameters

[out]	limit_min	the minimum allowed field value
[out]	limit_max	the maximum allowed field value

Definition at line 788 of file voxel_grid.h.

◆ getFilterLimitsNegative() [1/2]

bool pcl::VoxelGrid< pcl::PCLPointCloud2 >::getFilterLimitsNegative ( ) const

inline

Get whether the data outside the interval (min/max) is to be returned (true) or inside (false).

Returns: true if data outside the interval [min; max] is to be returned, false otherwise

Definition at line 818 of file voxel_grid.h.

◆ getFilterLimitsNegative() [2/2]

void pcl::VoxelGrid< pcl::PCLPointCloud2 >::getFilterLimitsNegative ( bool & limit_negative ) const

inline

Get whether the data outside the interval (min/max) is to be returned (true) or inside (false).

Parameters

[out] limit_negative true if data outside the interval [min; max] is to be returned, false otherwise

Deprecated:: Scheduled for removal in version 1 . 16 : "use bool getFilterLimitsNegative() instead"

Definition at line 809 of file voxel_grid.h.

◆ getGridCoordinates()

Eigen::Vector3i pcl::VoxelGrid< pcl::PCLPointCloud2 >::getGridCoordinates	(	float	x,
		float	y,
		float	z
	)		const

inline

Returns the corresponding (i,j,k) coordinates in the grid of point (x,y,z).

Parameters

[in]	x	the X point coordinate to get the (i, j, k) index at
[in]	y	the Y point coordinate to get the (i, j, k) index at
[in]	z	the Z point coordinate to get the (i, j, k) index at

Definition at line 731 of file voxel_grid.h.

◆ getLeafLayout()

std::vector<int> pcl::VoxelGrid< pcl::PCLPointCloud2 >::getLeafLayout ( ) const

inline

Returns the layout of the leafs for fast access to cells relative to current position.

Note: position at (i-min_x) + (j-min_y)*div_x + (k-min_z)*div_x*div_y holds the index of the element at coordinates (i,j,k) in the grid (-1 if empty)

Definition at line 723 of file voxel_grid.h.

◆ getLeafSize()

Eigen::Vector3f pcl::VoxelGrid< pcl::PCLPointCloud2 >::getLeafSize ( ) const

inline

Get the voxel grid leaf size.

Definition at line 595 of file voxel_grid.h.

◆ getMaxBoxCoordinates()

Eigen::Vector3i pcl::VoxelGrid< pcl::PCLPointCloud2 >::getMaxBoxCoordinates ( ) const

inline

Get the minimum coordinates of the bounding box (after filtering is performed).

Definition at line 640 of file voxel_grid.h.

◆ getMinBoxCoordinates()

Eigen::Vector3i pcl::VoxelGrid< pcl::PCLPointCloud2 >::getMinBoxCoordinates ( ) const

inline

Get the minimum coordinates of the bounding box (after filtering is performed).

Definition at line 634 of file voxel_grid.h.

◆ getMinimumPointsNumberPerVoxel()

unsigned int pcl::VoxelGrid< pcl::PCLPointCloud2 >::getMinimumPointsNumberPerVoxel ( ) const

inline

Return the minimum number of points required for a voxel to be used.

Definition at line 618 of file voxel_grid.h.

◆ getNeighborCentroidIndices() [1/2]

std::vector<int> pcl::VoxelGrid< pcl::PCLPointCloud2 >::getNeighborCentroidIndices	(	float	x,
		float	y,
		float	z,
		const Eigen::MatrixXi &	relative_coordinates
	)		const

inline

Returns the indices in the resulting downsampled cloud of the points at the specified grid coordinates, relative to the grid coordinates of the specified point (or -1 if the cell was empty/out of bounds).

Parameters

[in]	x	the X coordinate of the reference point (corresponding cell is allowed to be empty/out of bounds)
[in]	y	the Y coordinate of the reference point (corresponding cell is allowed to be empty/out of bounds)
[in]	z	the Z coordinate of the reference point (corresponding cell is allowed to be empty/out of bounds)
[out]	relative_coordinates	matrix with the columns being the coordinates of the requested cells, relative to the reference point's cell

Note: for efficiency, user must make sure that the saving of the leaf layout is enabled and filtering performed

Definition at line 680 of file voxel_grid.h.

◆ getNeighborCentroidIndices() [2/2]

std::vector<int> pcl::VoxelGrid< pcl::PCLPointCloud2 >::getNeighborCentroidIndices	(	float	x,
		float	y,
		float	z,
		const std::vector< Eigen::Vector3i, Eigen::aligned_allocator< Eigen::Vector3i > > &	relative_coordinates
	)		const

inline

Returns the indices in the resulting downsampled cloud of the points at the specified grid coordinates, relative to the grid coordinates of the specified point (or -1 if the cell was empty/out of bounds).

Parameters

[in]	x	the X coordinate of the reference point (corresponding cell is allowed to be empty/out of bounds)
[in]	y	the Y coordinate of the reference point (corresponding cell is allowed to be empty/out of bounds)
[in]	z	the Z coordinate of the reference point (corresponding cell is allowed to be empty/out of bounds)
[out]	relative_coordinates	vector with the elements being the coordinates of the requested cells, relative to the reference point's cell

Note: for efficiency, user must make sure that the saving of the leaf layout is enabled and filtering performed

Definition at line 709 of file voxel_grid.h.

◆ getNrDivisions()

Eigen::Vector3i pcl::VoxelGrid< pcl::PCLPointCloud2 >::getNrDivisions ( ) const

inline

Get the number of divisions along all 3 axes (after filtering is performed).

Definition at line 646 of file voxel_grid.h.

◆ getSaveLeafLayout()

bool pcl::VoxelGrid< pcl::PCLPointCloud2 >::getSaveLeafLayout ( ) const

inline

Returns true if leaf layout information will to be saved for later access.

Definition at line 628 of file voxel_grid.h.

◆ setDownsampleAllData()

void pcl::VoxelGrid< pcl::PCLPointCloud2 >::setDownsampleAllData ( bool downsample )

inline

Set to true if all fields need to be downsampled, or false if just XYZ.

Parameters

[in] downsample the new value (true/false)

Definition at line 601 of file voxel_grid.h.

◆ setFilterFieldName()

void pcl::VoxelGrid< pcl::PCLPointCloud2 >::setFilterFieldName ( const std::string & field_name )

inline

Provide the name of the field to be used for filtering data.

In conjunction with setFilterLimits, points having values outside this interval will be discarded.

Parameters

[in] field_name the name of the field that contains values used for filtering

Definition at line 759 of file voxel_grid.h.

◆ setFilterLimits()

void pcl::VoxelGrid< pcl::PCLPointCloud2 >::setFilterLimits	(	const double &	limit_min,
		const double &	limit_max
	)

inline

Set the field filter limits.

All points having field values outside this interval will be discarded.

Parameters

[in]	limit_min	the minimum allowed field value
[in]	limit_max	the maximum allowed field value

Definition at line 776 of file voxel_grid.h.

◆ setFilterLimitsNegative()

void pcl::VoxelGrid< pcl::PCLPointCloud2 >::setFilterLimitsNegative ( const bool limit_negative )

inline

Set to true if we want to return the data outside the interval specified by setFilterLimits (min, max).

Default: false.

Parameters

[in] limit_negative return data inside the interval (false) or outside (true)

Definition at line 799 of file voxel_grid.h.

◆ setLeafSize() [1/2]

void pcl::VoxelGrid< pcl::PCLPointCloud2 >::setLeafSize ( const Eigen::Vector4f & leaf_size )

inline

Set the voxel grid leaf size.

Parameters

[in] leaf_size the voxel grid leaf size

Definition at line 567 of file voxel_grid.h.

◆ setLeafSize() [2/2]

void pcl::VoxelGrid< pcl::PCLPointCloud2 >::setLeafSize	(	float	lx,
		float	ly,
		float	lz
	)

inline

Set the voxel grid leaf size.

Parameters

[in]	lx	the leaf size for X
[in]	ly	the leaf size for Y
[in]	lz	the leaf size for Z

Definition at line 583 of file voxel_grid.h.

◆ setMinimumPointsNumberPerVoxel()

void pcl::VoxelGrid< pcl::PCLPointCloud2 >::setMinimumPointsNumberPerVoxel ( unsigned int min_points_per_voxel )

inline

Set the minimum number of points required for a voxel to be used.

Parameters

[in] min_points_per_voxel the minimum number of points for required for a voxel to be used

Definition at line 613 of file voxel_grid.h.

◆ setSaveLeafLayout()

void pcl::VoxelGrid< pcl::PCLPointCloud2 >::setSaveLeafLayout ( bool save_leaf_layout )

inline

Set to true if leaf layout information needs to be saved for later access.

Parameters

[in] save_leaf_layout the new value (true/false)

Definition at line 624 of file voxel_grid.h.

Member Data Documentation

◆ div_b_

Eigen::Vector4i pcl::VoxelGrid< pcl::PCLPointCloud2 >::div_b_

protected

Definition at line 846 of file voxel_grid.h.

◆ divb_mul_

Eigen::Vector4i pcl::VoxelGrid< pcl::PCLPointCloud2 >::divb_mul_

protected

Definition at line 846 of file voxel_grid.h.

◆ downsample_all_data_

bool pcl::VoxelGrid< pcl::PCLPointCloud2 >::downsample_all_data_ {true}

protected

Set to true if all fields need to be downsampled, or false if just XYZ.

Definition at line 831 of file voxel_grid.h.

◆ filter_field_name_

std::string pcl::VoxelGrid< pcl::PCLPointCloud2 >::filter_field_name_

protected

The desired user filter field name.

Definition at line 849 of file voxel_grid.h.

◆ filter_limit_max_

double pcl::VoxelGrid< pcl::PCLPointCloud2 >::filter_limit_max_ {std::numeric_limits<float>::max()}

protected

The maximum allowed filter value a point will be considered from.

Definition at line 855 of file voxel_grid.h.

◆ filter_limit_min_

double pcl::VoxelGrid< pcl::PCLPointCloud2 >::filter_limit_min_ {std::numeric_limits<float>::lowest()}

protected

The minimum allowed filter value a point will be considered from.

Definition at line 852 of file voxel_grid.h.

◆ filter_limit_negative_

bool pcl::VoxelGrid< pcl::PCLPointCloud2 >::filter_limit_negative_ {false}

protected

Set to true if we want to return the data outside (filter_limit_min_;filter_limit_max_).

Default: false.

Definition at line 858 of file voxel_grid.h.

◆ inverse_leaf_size_

Eigen::Array4f pcl::VoxelGrid< pcl::PCLPointCloud2 >::inverse_leaf_size_

protected

Internal leaf sizes stored as 1/leaf_size_ for efficiency reasons.

Definition at line 828 of file voxel_grid.h.

◆ leaf_layout_

std::vector<int> pcl::VoxelGrid< pcl::PCLPointCloud2 >::leaf_layout_

protected

The leaf layout information for fast access to cells relative to current position.

Definition at line 841 of file voxel_grid.h.

◆ leaf_size_

Eigen::Vector4f pcl::VoxelGrid< pcl::PCLPointCloud2 >::leaf_size_

protected

The size of a leaf.

Definition at line 825 of file voxel_grid.h.

◆ max_b_

Eigen::Vector4i pcl::VoxelGrid< pcl::PCLPointCloud2 >::max_b_

protected

Definition at line 846 of file voxel_grid.h.

◆ min_b_

Eigen::Vector4i pcl::VoxelGrid< pcl::PCLPointCloud2 >::min_b_

protected

The minimum and maximum bin coordinates, the number of divisions, and the division multiplier.

Definition at line 846 of file voxel_grid.h.

◆ min_points_per_voxel_

unsigned int pcl::VoxelGrid< pcl::PCLPointCloud2 >::min_points_per_voxel_ {0}

protected

Minimum number of points per voxel for the centroid to be computed.

Definition at line 861 of file voxel_grid.h.

◆ save_leaf_layout_

bool pcl::VoxelGrid< pcl::PCLPointCloud2 >::save_leaf_layout_ {false}

protected

Set to true if leaf layout information needs to be saved in leaf_layout.

Definition at line 836 of file voxel_grid.h.

The documentation for this class was generated from the following file:

pcl/filters/voxel_grid.h

Public Member Functions

Protected Member Functions

Protected Attributes

Additional Inherited Members

Detailed Description

Constructor & Destructor Documentation

◆ VoxelGrid()

◆ ~VoxelGrid()

Member Function Documentation

◆ applyFilter()

◆ getCentroidIndex()

◆ getCentroidIndexAt()

◆ getDivisionMultiplier()

◆ getDownsampleAllData()

◆ getFilterFieldName()

◆ getFilterLimits()

◆ getFilterLimitsNegative() [1/2]

◆ getFilterLimitsNegative() [2/2]

◆ getGridCoordinates()

◆ getLeafLayout()

◆ getLeafSize()

◆ getMaxBoxCoordinates()

◆ getMinBoxCoordinates()

◆ getMinimumPointsNumberPerVoxel()

◆ getNeighborCentroidIndices() [1/2]

◆ getNeighborCentroidIndices() [2/2]

◆ getNrDivisions()

◆ getSaveLeafLayout()

◆ setDownsampleAllData()

◆ setFilterFieldName()

◆ setFilterLimits()

◆ setFilterLimitsNegative()

◆ setLeafSize() [1/2]

◆ setLeafSize() [2/2]

◆ setMinimumPointsNumberPerVoxel()

◆ setSaveLeafLayout()

Member Data Documentation

◆ div_b_

◆ divb_mul_

◆ downsample_all_data_

◆ filter_field_name_

◆ filter_limit_max_

◆ filter_limit_min_

◆ filter_limit_negative_

◆ inverse_leaf_size_

◆ leaf_layout_

◆ leaf_size_

◆ max_b_

◆ min_b_

◆ min_points_per_voxel_

◆ save_leaf_layout_