mrpt::slam::COccupancyGridMapFeatureExtractor Class Reference

Detailed Description

A class for detecting features from occupancy grid maps.

The main method is "COccupancyGridMapFeatureExtractor::extractFeatures()", which makes use of an advanced cache mechanism to avoid redoing work when applied several times on the same occupancy grid maps (unless they changed in the meanwhile).

For an uncached version (which is a static method that can be called without instantiating COccupancyGridMapFeatureExtractor) see COccupancyGridMapFeatureExtractor::uncached_extractFeatures()

Definition at line 32 of file COccupancyGridMapFeatureExtractor.h.

#include <mrpt/slam/COccupancyGridMapFeatureExtractor.h>

Inheritance diagram for mrpt::slam::COccupancyGridMapFeatureExtractor:

Public Member Functions
void	extractFeatures (const mrpt::maps::COccupancyGridMap2D &grid, mrpt::maps::CLandmarksMap &outMap, const size_t number_of_features, const mrpt::vision::TDescriptorType descriptors, const mrpt::vision::CFeatureExtraction::TOptions &feat_options)
	Computes a set of distinctive landmarks from an occupancy grid, and store them (previous content is not erased!) into the given landmarks map. More...
void	observeBegin (CObservable &obj)
	Starts the subscription of this observer to the given object. More...
void	observeEnd (CObservable &obj)
	Ends the subscription of this observer to the given object (note that there is no need to call this method, since the destruction of the first of observer/observed will put an end to the process. More...

Static Public Member Functions
static void	uncached_extractFeatures (const mrpt::maps::COccupancyGridMap2D &grid, mrpt::maps::CLandmarksMap &outMap, const size_t number_of_features, const mrpt::vision::TDescriptorType descriptors, const mrpt::vision::CFeatureExtraction::TOptions &feat_options)
	Computes a set of distinctive landmarks from an occupancy grid, and store them (previous content is not erased!) into the given landmarks map. More...

Protected Types
using	TCache = std::map< const mrpt::maps::COccupancyGridMap2D *, mrpt::maps::CLandmarksMap::Ptr >

Protected Member Functions
void	OnEvent (const mrpt::system::mrptEvent &e) override
	This will receive the events from maps in order to purge the cache. More...

Protected Attributes
TCache	m_cache
	A cache of already computed maps. More...

Member Typedef Documentation

TCache

using mrpt::slam::COccupancyGridMapFeatureExtractor::TCache = std::map< const mrpt::maps::COccupancyGridMap2D*, mrpt::maps::CLandmarksMap::Ptr>

protected

Definition at line 69 of file COccupancyGridMapFeatureExtractor.h.

Member Function Documentation

extractFeatures()

void COccupancyGridMapFeatureExtractor::extractFeatures	(	const mrpt::maps::COccupancyGridMap2D &	grid,
		mrpt::maps::CLandmarksMap &	outMap,
		const size_t	number_of_features,
		const mrpt::vision::TDescriptorType	descriptors,
		const mrpt::vision::CFeatureExtraction::TOptions &	feat_options
	)

Computes a set of distinctive landmarks from an occupancy grid, and store them (previous content is not erased!) into the given landmarks map.

Landmarks type can be any declared in mrpt::vision::CFeatureExtraction::TOptions

Note

See the paper "..."

See also

uncached_extractFeatures

Definition at line 80 of file COccupancyGridMapFeatureExtractor.cpp.

Referenced by mrpt::apps::CGridMapAlignerApp::run().

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observeBegin()

void CObserver::observeBegin ( CObservable &  obj )

inherited

Starts the subscription of this observer to the given object.

See also

observeEnd

Definition at line 26 of file CObserver.cpp.

References mrpt::system::CObservable::internal_observer_begin().

Referenced by CGraphSlamHandler< GRAPH_T >::initVisualization().

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observeEnd()

void CObserver::observeEnd ( CObservable &  obj )

inherited

Ends the subscription of this observer to the given object (note that there is no need to call this method, since the destruction of the first of observer/observed will put an end to the process.

See also

observeBegin

Definition at line 36 of file CObserver.cpp.

OnEvent()

void COccupancyGridMapFeatureExtractor::OnEvent ( const mrpt::system::mrptEvent &  e )

overrideprotectedvirtual

This will receive the events from maps in order to purge the cache.

Implements mrpt::system::CObserver.

Definition at line 116 of file COccupancyGridMapFeatureExtractor.cpp.

References mrpt::system::mrptEvent::isOfType().

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uncached_extractFeatures()

void COccupancyGridMapFeatureExtractor::uncached_extractFeatures ( const mrpt::maps::COccupancyGridMap2D &  grid, mrpt::maps::CLandmarksMap &  outMap, const size_t  number_of_features, const mrpt::vision::TDescriptorType  descriptors, const mrpt::vision::CFeatureExtraction::TOptions &  feat_options  )

static

Computes a set of distinctive landmarks from an occupancy grid, and store them (previous content is not erased!) into the given landmarks map.

Landmarks type can be any declared in mrpt::vision::CFeatureExtraction::TOptions

Note

See the paper "..."

See also

uncached_extractFeatures

Definition at line 21 of file COccupancyGridMapFeatureExtractor.cpp.

References mrpt::vision::CFeatureExtraction::computeDescriptors(), mrpt::vision::descAny, mrpt::vision::CFeatureExtraction::detectFeatures(), mrpt::maps::CLandmark::features, mrpt::maps::COccupancyGridMap2D::getAsImageFiltered(), mrpt::maps::COccupancyGridMap2D::getResolution(), mrpt::maps::COccupancyGridMap2D::getXMin(), mrpt::maps::COccupancyGridMap2D::getYMin(), mrpt::maps::CLandmark::ID, mrpt::maps::CLandmarksMap::landmarks, MRPT_END_WITH_CLEAN_UP, MRPT_START, mrpt::vision::CFeatureExtraction::options, mrpt::vision::CFeatureExtraction::TOptions::patchSize, mrpt::maps::CLandmark::pose_cov_11, mrpt::maps::CLandmark::pose_cov_12, mrpt::maps::CLandmark::pose_cov_13, mrpt::maps::CLandmark::pose_cov_22, mrpt::maps::CLandmark::pose_cov_23, mrpt::maps::CLandmark::pose_cov_33, mrpt::maps::CLandmark::pose_mean, mrpt::maps::CLandmarksMap::TCustomSequenceLandmarks::push_back(), mrpt::maps::COccupancyGridMap2D::saveMetricMapRepresentationToFile(), mrpt::maps::CLandmark::seenTimesCount, mrpt::square(), mrpt::math::TPoint3D_data< T >::x, mrpt::math::TPoint3D_data< T >::y, and mrpt::math::TPoint3D_data< T >::z.

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Member Data Documentation

m_cache

TCache mrpt::slam::COccupancyGridMapFeatureExtractor::m_cache

protected

A cache of already computed maps.

Definition at line 71 of file COccupancyGridMapFeatureExtractor.h.