A class for storing a map of 3D probabilistic beacons, using a Montecarlo, Gaussian, or Sum of Gaussians (SOG) representation (for range-only SLAM).
The individual beacons are defined as mrpt::slam::CBeacon objects.
When invoking CBeaconMap::insertObservation(), landmarks will be extracted and fused into the map. The only currently supported observation type is mrpt::slam::CObservationBeaconRanges. See insertionOptions and likelihoodOptions for parameters used when creating and fusing beacon landmarks.
Use "TInsertionOptions::insertAsMonteCarlo" to select between 2 different behaviors:
Refer to the papers: []
Definition at line 69 of file CBeaconMap.h.
#include <mrpt/slam/CBeaconMap.h>
Classes | |
| struct | TInsertionOptions |
| This struct contains data for choosing the method by which new beacons are inserted in the map. More... | |
| struct | TLikelihoodOptions |
| With this struct options are provided to the likelihood computations. More... | |
Public Types | |
| typedef std::deque< CBeacon > | TSequenceBeacons |
| typedef std::deque< CBeacon > ::iterator | iterator |
| typedef std::deque< CBeacon > ::const_iterator | const_iterator |
Public Member Functions | |
| CBeaconMap () | |
| Constructor. | |
| void | resize (const size_t N) |
| Resize the number of SOG modes. | |
| const CBeacon & | operator[] (size_t i) const |
| Access to individual beacons. | |
| const CBeacon & | get (size_t i) const |
| Access to individual beacons. | |
| CBeacon & | operator[] (size_t i) |
| Access to individual beacons. | |
| CBeacon & | get (size_t i) |
| Access to individual beacons. | |
| iterator | begin () |
| const_iterator | begin () const |
| iterator | end () |
| const_iterator | end () const |
| void | push_back (const CBeacon &m) |
| Inserts a copy of the given mode into the SOG. | |
| float | compute3DMatchingRatio (const CMetricMap *otherMap, const CPose3D &otherMapPose, float minDistForCorr=0.10f, float minMahaDistForCorr=2.0f) const |
| Computes the ratio in [0,1] of correspondences between "this" and the "otherMap" map, whose 6D pose relative to "this" is "otherMapPose" In the case of a multi-metric map, this returns the average between the maps. | |
| bool | saveToMATLABScript3D (std::string file, const char *style="b", float confInterval=0.95f) const |
| Save to a MATLAB script which displays 3D error ellipses for the map. | |
| size_t | size () const |
| Returns the stored landmarks count. | |
| double | computeObservationLikelihood (const CObservation *obs, const CPose3D &takenFrom) |
| Computes the (logarithmic) likelihood that a given observation was taken from a given pose in the world being modeled with this map. | |
| void | computeMatchingWith2D (const CMetricMap *otherMap, const CPose2D &otherMapPose, float maxDistForCorrespondence, float maxAngularDistForCorrespondence, const CPose2D &angularDistPivotPoint, TMatchingPairList &correspondences, float &correspondencesRatio, float *sumSqrDist=NULL, bool onlyKeepTheClosest=false, bool onlyUniqueRobust=false, const size_t decimation_other_map_points=1, const size_t offset_other_map_points=0) const |
| Computes the matchings between this and another 2D points map. | |
| void | computeMatchingWith3DLandmarks (const mrpt::slam::CBeaconMap *otherMap, TMatchingPairList &correspondences, float &correspondencesRatio, std::vector< bool > &otherCorrespondences) const |
| Perform a search for correspondences between "this" and another lansmarks map: Firsly, the landmarks' descriptor is used to find correspondences, then inconsistent ones removed by looking at their 3D poses. | |
| void | changeCoordinatesReference (const CPose3D &newOrg) |
| Changes the reference system of the map to a given 3D pose. | |
| void | changeCoordinatesReference (const CPose3D &newOrg, const mrpt::slam::CBeaconMap *otherMap) |
| Changes the reference system of the map "otherMap" and save the result in "this" map. | |
| bool | isEmpty () const |
| Returns true if the map is empty/no observation has been inserted. | |
| void | simulateBeaconReadings (const CPose3D &in_robotPose, const CPoint3D &in_sensorLocationOnRobot, CObservationBeaconRanges &out_Observations) const |
| Simulates a reading toward each of the beacons in the landmarks map, if any. | |
| void | saveMetricMapRepresentationToFile (const std::string &filNamePrefix) const |
| This virtual method saves the map to a file "filNamePrefix"+< some_file_extension >, as an image or in any other applicable way (Notice that other methods to save the map may be implemented in classes implementing this virtual interface). | |
| void | saveToTextFile (const std::string &fil) const |
| Save a text file with a row per beacon, containing this 11 elements: | |
| void | getAs3DObject (mrpt::opengl::CSetOfObjectsPtr &outObj) const |
| Returns a 3D object representing the map. | |
| const CBeacon * | getBeaconByID (CBeacon::TBeaconID id) const |
| Returns a pointer to the beacon with the given ID, or NULL if it does not exist. | |
| CBeacon * | getBeaconByID (CBeacon::TBeaconID id) |
| Returns a pointer to the beacon with the given ID, or NULL if it does not exist. | |
| void | clear () |
| Erase all the contents of the map. | |
| void | loadFromProbabilisticPosesAndObservations (const CSimpleMap &Map) |
| Load the map contents from a CSimpleMap object, erasing all previous content of the map. | |
| void | loadFromSimpleMap (const CSimpleMap &Map) |
| Load the map contents from a CSimpleMap object, erasing all previous content of the map. | |
| bool | insertObservation (const CObservation *obs, const CPose3D *robotPose=NULL) |
| Insert the observation information into this map. | |
| bool | insertObservationPtr (const CObservationPtr &obs, const CPose3D *robotPose=NULL) |
| A wrapper for smart pointers, just calls the non-smart pointer version. | |
| double | computeObservationLikelihood (const CObservation *obs, const CPose2D &takenFrom) |
| Computes the log-likelihood of a given observation given an arbitrary robot 2D pose. | |
| virtual bool | canComputeObservationLikelihood (const CObservation *obs) |
| Returns true if this map is able to compute a sensible likelihood function for this observation (i.e. | |
| double | computeObservationsLikelihood (const CSensoryFrame &sf, const CPose2D &takenFrom) |
| Returns the sum of the log-likelihoods of each individual observation within a mrpt::slam::CSensoryFrame. | |
| bool | canComputeObservationsLikelihood (const CSensoryFrame &sf) |
| Returns true if this map is able to compute a sensible likelihood function for this observation (i.e. | |
| virtual void | computeMatchingWith3D (const CMetricMap *otherMap, const CPose3D &otherMapPose, float maxDistForCorrespondence, float maxAngularDistForCorrespondence, const CPoint3D &angularDistPivotPoint, TMatchingPairList &correspondences, float &correspondencesRatio, float *sumSqrDist=NULL, bool onlyKeepTheClosest=true, bool onlyUniqueRobust=false, const size_t decimation_other_map_points=1, const size_t offset_other_map_points=0) const |
| Computes the matchings between this and another 3D points map - method used in 3D-ICP. | |
| virtual void | auxParticleFilterCleanUp () |
| This method is called at the end of each "prediction-update-map insertion" cycle within "mrpt::slam::CMetricMapBuilderRBPF::processActionObservation". | |
| virtual float | squareDistanceToClosestCorrespondence (const float &x0, const float &y0) const |
| Returns the square distance from the 2D point (x0,y0) to the closest correspondence in the map. | |
| virtual const CSimplePointsMap * | getAsSimplePointsMap () const |
| If the map is a simple points map or it's a multi-metric map that contains EXACTLY one simple points map, return it. | |
| virtual CSimplePointsMap * | getAsSimplePointsMap () |
| mrpt::utils::CObjectPtr | duplicateGetSmartPtr () const |
| Returns a copy of the object, indepently of its class, as a smart pointer (the newly created object will exist as long as any copy of this smart pointer). | |
| CObject * | clone () const |
| Cloning interface for smart pointers. | |
Public Attributes | |
| mrpt::slam::CBeaconMap::TLikelihoodOptions | likelihoodOptions |
| mrpt::slam::CBeaconMap::TInsertionOptions | insertionOptions |
| bool | m_disableSaveAs3DObject |
| When set to true (default=false), calling "getAs3DObject" will have no effects. | |
Static Public Attributes | |
| static const mrpt::utils::TRuntimeClassId | classCObject |
RTTI stuff | |
| static const mrpt::utils::TRuntimeClassId | classCMetricMap |
RTTI stuff | |
| static const mrpt::utils::TRuntimeClassId | classCSerializable |
Protected Member Functions | |
| virtual void | internal_clear () |
| Clear the map, erasing all landmarks. | |
| virtual bool | internal_insertObservation (const CObservation *obs, const CPose3D *robotPose=NULL) |
| Insert the observation information into this map. | |
| void | publishEvent (const mrptEvent &e) const |
| Called when you want this object to emit an event to all the observers currently subscribed to this object. | |
| bool | hasSubscribers () const |
| Can be called by a derived class before preparing an event for publishing with publishEvent to determine if there is no one subscribed, so it can save the wasted time preparing an event that will be not read. | |
CSerializable virtual methods | |
| void | writeToStream (mrpt::utils::CStream &out, int *getVersion) const |
| Introduces a pure virtual method responsible for writing to a CStream. | |
| void | readFromStream (mrpt::utils::CStream &in, int version) |
| Introduces a pure virtual method responsible for loading from a CStream This can not be used directly be users, instead use "stream >> object;" for reading it from a stream or "stream >> object_ptr;" if the class is unknown apriori. | |
Protected Attributes | |
| TSequenceBeacons | m_beacons |
| The individual beacons. | |
RTTI stuff | |
| typedef CBeaconMapPtr | SmartPtr |
| static mrpt::utils::CLASSINIT | _init_CBeaconMap |
| static mrpt::utils::TRuntimeClassId | classCBeaconMap |
| static const mrpt::utils::TRuntimeClassId * | classinfo |
| static const mrpt::utils::TRuntimeClassId * | _GetBaseClass () |
| virtual const mrpt::utils::TRuntimeClassId * | GetRuntimeClass () const |
| Returns information about the class of an object in runtime. | |
| virtual mrpt::utils::CObject * | duplicate () const |
| Returns a copy of the object, indepently of its class. | |
| static mrpt::utils::CObject * | CreateObject () |
| static CBeaconMapPtr | Create () |
| typedef std::deque<CBeacon>::const_iterator mrpt::slam::CBeaconMap::const_iterator |
Definition at line 77 of file CBeaconMap.h.
| typedef std::deque<CBeacon>::iterator mrpt::slam::CBeaconMap::iterator |
Definition at line 76 of file CBeaconMap.h.
A typedef for the associated smart pointer
Definition at line 72 of file CBeaconMap.h.
| typedef std::deque<CBeacon> mrpt::slam::CBeaconMap::TSequenceBeacons |
Definition at line 75 of file CBeaconMap.h.
| mrpt::slam::CBeaconMap::CBeaconMap | ( | ) |
Constructor.
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staticprotected |
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inlinevirtualinherited |
This method is called at the end of each "prediction-update-map insertion" cycle within "mrpt::slam::CMetricMapBuilderRBPF::processActionObservation".
This method should normally do nothing, but in some cases can be used to free auxiliary cached variables.
Reimplemented in mrpt::slam::CLandmarksMap, and mrpt::slam::CMultiMetricMap.
Definition at line 326 of file CMetricMap.h.
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inline |
Definition at line 123 of file CBeaconMap.h.
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inline |
Definition at line 124 of file CBeaconMap.h.
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inlinevirtualinherited |
Returns true if this map is able to compute a sensible likelihood function for this observation (i.e.
an occupancy grid map cannot with an image).
| obs | The observation. |
Reimplemented in mrpt::slam::COccupancyGridMap2D, and mrpt::slam::CMultiMetricMap.
Definition at line 184 of file CMetricMap.h.
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inherited |
Returns true if this map is able to compute a sensible likelihood function for this observation (i.e.
an occupancy grid map cannot with an image).
| sf | The observations. |
| void mrpt::slam::CBeaconMap::changeCoordinatesReference | ( | const CPose3D & | newOrg | ) |
Changes the reference system of the map to a given 3D pose.
| void mrpt::slam::CBeaconMap::changeCoordinatesReference | ( | const CPose3D & | newOrg, |
| const mrpt::slam::CBeaconMap * | otherMap | ||
| ) |
Changes the reference system of the map "otherMap" and save the result in "this" map.
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inherited |
Erase all the contents of the map.
Referenced by mrpt::slam::CReflectivityGridMap2D::clear(), mrpt::slam::CHeightGridMap2D::clear(), and mrpt::slam::CRandomFieldGridMap2D::clear().
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inlineinherited |
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virtual |
Computes the ratio in [0,1] of correspondences between "this" and the "otherMap" map, whose 6D pose relative to "this" is "otherMapPose" In the case of a multi-metric map, this returns the average between the maps.
This method always return 0 for grid maps.
| otherMap | [IN] The other map to compute the matching with. |
| otherMapPose | [IN] The 6D pose of the other map as seen from "this". |
| minDistForCorr | [IN] The minimum distance between 2 non-probabilistic map elements for counting them as a correspondence. |
| minMahaDistForCorr | [IN] The minimum Mahalanobis distance between 2 probabilistic map elements for counting them as a correspondence. |
Implements mrpt::slam::CMetricMap.
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virtual |
Computes the matchings between this and another 2D points map.
This includes finding:
| otherMap | [IN] The other map to compute the matching with. |
| otherMapPose | [IN] The pose of the other map as seen from "this". |
| maxDistForCorrespondence | [IN] Maximum 2D linear distance between two points to be matched. |
| maxAngularDistForCorrespondence | [IN] In radians: The aim is to allow larger distances to more distant correspondences. |
| angularDistPivotPoint | [IN] The point used to calculate distances from in both maps. |
| correspondences | [OUT] The detected matchings pairs. |
| correspondencesRatio | [OUT] The ratio [0,1] of points in otherMap with at least one correspondence. |
| sumSqrDist | [OUT] The sum of all matched points squared distances.If undesired, set to NULL, as default. |
| covariance | [OUT] The resulting matching covariance 3x3 matrix, or NULL if undesired. |
| onlyKeepTheClosest | [IN] If set to true, only the closest correspondence will be returned. If false (default) all are returned. |
Reimplemented from mrpt::slam::CMetricMap.
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inlinevirtualinherited |
Computes the matchings between this and another 3D points map - method used in 3D-ICP.
This method finds the set of point pairs in each map.
The method is the most time critical one into the ICP algorithm.
| otherMap | [IN] The other map to compute the matching with. |
| otherMapPose | [IN] The pose of the other map as seen from "this". |
| maxDistForCorrespondence | [IN] Maximum 2D linear distance between two points to be matched. |
| maxAngularDistForCorrespondence | [IN] In radians: The aim is to allow larger distances to more distant correspondences. |
| angularDistPivotPoint | [IN] The point used to calculate distances from in both maps. |
| correspondences | [OUT] The detected matchings pairs. |
| correspondencesRatio | [OUT] The ratio [0,1] of points in otherMap with at least one correspondence. |
| sumSqrDist | [OUT] The sum of all matched points squared distances.If undesired, set to NULL, as default. |
| onlyKeepTheClosest | [IN] If set to true, only the closest correspondence will be returned. If false (default) all are returned. |
Reimplemented in mrpt::slam::CPointsMap.
Definition at line 272 of file CMetricMap.h.
References MRPT_END, MRPT_START, and THROW_EXCEPTION.
| void mrpt::slam::CBeaconMap::computeMatchingWith3DLandmarks | ( | const mrpt::slam::CBeaconMap * | otherMap, |
| TMatchingPairList & | correspondences, | ||
| float & | correspondencesRatio, | ||
| std::vector< bool > & | otherCorrespondences | ||
| ) | const |
Perform a search for correspondences between "this" and another lansmarks map: Firsly, the landmarks' descriptor is used to find correspondences, then inconsistent ones removed by looking at their 3D poses.
| otherMap | [IN] The other map. |
| correspondences | [OUT] The matched pairs between maps. |
| correspondencesRatio | [OUT] This is NumberOfMatchings / NumberOfLandmarksInTheAnotherMap |
| otherCorrespondences | [OUT] Will be returned with a vector containing "true" for the indexes of the other map's landmarks with a correspondence. |
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inlineinherited |
Computes the log-likelihood of a given observation given an arbitrary robot 2D pose.
| takenFrom | The robot's pose the observation is supposed to be taken from. |
| obs | The observation. |
Definition at line 175 of file CMetricMap.h.
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virtual |
Computes the (logarithmic) likelihood that a given observation was taken from a given pose in the world being modeled with this map.
In the current implementation, this method behaves in a different way according to the nature of the observation's class:
| takenFrom | The robot's pose the observation is supposed to be taken from. |
| obs | The observation. |
Implements mrpt::slam::CMetricMap.
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inherited |
Returns the sum of the log-likelihoods of each individual observation within a mrpt::slam::CSensoryFrame.
| takenFrom | The robot's pose the observation is supposed to be taken from. |
| sf | The set of observations in a CSensoryFrame. |
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static |
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static |
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virtual |
Returns a copy of the object, indepently of its class.
Implements mrpt::utils::CObject.
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inlineinherited |
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inline |
Definition at line 125 of file CBeaconMap.h.
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inline |
Definition at line 126 of file CBeaconMap.h.
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inline |
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inline |
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virtual |
Returns a 3D object representing the map.
Implements mrpt::slam::CMetricMap.
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inlinevirtualinherited |
If the map is a simple points map or it's a multi-metric map that contains EXACTLY one simple points map, return it.
Otherwise, return NULL
Reimplemented in mrpt::slam::CPointsMap, mrpt::slam::CMultiMetricMap, and mrpt::slam::CSimplePointsMap.
Definition at line 346 of file CMetricMap.h.
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inlinevirtualinherited |
Reimplemented in mrpt::slam::CPointsMap, mrpt::slam::CMultiMetricMap, and mrpt::slam::CSimplePointsMap.
Definition at line 347 of file CMetricMap.h.
| const CBeacon* mrpt::slam::CBeaconMap::getBeaconByID | ( | CBeacon::TBeaconID | id | ) | const |
Returns a pointer to the beacon with the given ID, or NULL if it does not exist.
| CBeacon* mrpt::slam::CBeaconMap::getBeaconByID | ( | CBeacon::TBeaconID | id | ) |
Returns a pointer to the beacon with the given ID, or NULL if it does not exist.
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virtual |
Returns information about the class of an object in runtime.
Reimplemented from mrpt::slam::CMetricMap.
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inlineprotectedinherited |
Can be called by a derived class before preparing an event for publishing with publishEvent to determine if there is no one subscribed, so it can save the wasted time preparing an event that will be not read.
Definition at line 69 of file CObservable.h.
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inlineinherited |
Insert the observation information into this map.
This method must be implemented in derived classes.
| obs | The observation |
| robotPose | The 3D pose of the robot mobile base in the map reference system, or NULL (default) if you want to use the origin. |
Definition at line 133 of file CMetricMap.h.
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inlineinherited |
A wrapper for smart pointers, just calls the non-smart pointer version.
Definition at line 147 of file CMetricMap.h.
References MRPT_END, MRPT_START, mrpt::slam::CObservationPtr::pointer(), mrpt::stlplus::smart_ptr_base< T, C, COUNTER >::present(), and THROW_EXCEPTION.
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protectedvirtual |
Clear the map, erasing all landmarks.
Implements mrpt::slam::CMetricMap.
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protectedvirtual |
Insert the observation information into this map.
This method must be implemented in derived classes.
| obs | The observation |
| robotPose | The 3D pose of the robot mobile base in the map reference system, or NULL (default) if you want to use CPose2D(0,0,deg) |
Implements mrpt::slam::CMetricMap.
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virtual |
Returns true if the map is empty/no observation has been inserted.
Implements mrpt::slam::CMetricMap.
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inherited |
Load the map contents from a CSimpleMap object, erasing all previous content of the map.
This is automaticed invoking "insertObservation" for each observation at the mean 3D robot pose as given by the "poses::CPosePDF" in the CSimpleMap object.
| std::exception | Some internal steps in invoked methods can raise exceptions on invalid parameters, etc... |
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inlineinherited |
Load the map contents from a CSimpleMap object, erasing all previous content of the map.
This is automaticed invoking "insertObservation" for each observation at the mean 3D robot pose as given by the "poses::CPosePDF" in the CSimpleMap object.
| std::exception | Some internal steps in invoked methods can raise exceptions on invalid parameters, etc... |
Definition at line 124 of file CMetricMap.h.
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inline |
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inline |
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protectedinherited |
Called when you want this object to emit an event to all the observers currently subscribed to this object.
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inline |
Inserts a copy of the given mode into the SOG.
Definition at line 129 of file CBeaconMap.h.
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protectedvirtual |
Introduces a pure virtual method responsible for loading from a CStream This can not be used directly be users, instead use "stream >> object;" for reading it from a stream or "stream >> object_ptr;" if the class is unknown apriori.
| in | The input binary stream where the object data must read from. |
| version | The version of the object stored in the stream: use this version number in your code to know how to read the incoming data. |
| std::exception | On any error, see CStream::ReadBuffer |
Implements mrpt::utils::CSerializable.
| void mrpt::slam::CBeaconMap::resize | ( | const size_t | N | ) |
Resize the number of SOG modes.
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virtual |
This virtual method saves the map to a file "filNamePrefix"+< some_file_extension >, as an image or in any other applicable way (Notice that other methods to save the map may be implemented in classes implementing this virtual interface).
In the case of this class, these files are generated:
Implements mrpt::slam::CMetricMap.
| bool mrpt::slam::CBeaconMap::saveToMATLABScript3D | ( | std::string | file, |
| const char * | style = "b", |
||
| float | confInterval = 0.95f |
||
| ) | const |
Save to a MATLAB script which displays 3D error ellipses for the map.
| file | The name of the file to save the script to. |
| style | The MATLAB-like string for the style of the lines (see 'help plot' in MATLAB for posibilities) |
| stdCount | The ellipsoids will be drawn from the center to a given confidence interval in [0,1], e.g. 2 sigmas=0.95 (default is 2std = 0.95 confidence intervals) |
| void mrpt::slam::CBeaconMap::saveToTextFile | ( | const std::string & | fil | ) | const |
Save a text file with a row per beacon, containing this 11 elements:
| void mrpt::slam::CBeaconMap::simulateBeaconReadings | ( | const CPose3D & | in_robotPose, |
| const CPoint3D & | in_sensorLocationOnRobot, | ||
| CObservationBeaconRanges & | out_Observations | ||
| ) | const |
Simulates a reading toward each of the beacons in the landmarks map, if any.
| in_robotPose | This robot pose is used to simulate the ranges to each beacon. |
| in_sensorLocationOnRobot | The 3D position of the sensor on the robot |
| out_Observations | The results will be stored here. NOTICE that the fields "CObservationBeaconRanges::minSensorDistance","CObservationBeaconRanges::maxSensorDistance" and "CObservationBeaconRanges::stdError" MUST BE FILLED OUT before calling this function. An observation will be generated for each beacon in the map, but notice that some of them may be missed if out of the sensor maximum range. |
| size_t mrpt::slam::CBeaconMap::size | ( | ) | const |
Returns the stored landmarks count.
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inlinevirtualinherited |
Returns the square distance from the 2D point (x0,y0) to the closest correspondence in the map.
Definition at line 333 of file CMetricMap.h.
References MRPT_END, MRPT_START, and THROW_EXCEPTION.
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protectedvirtual |
Introduces a pure virtual method responsible for writing to a CStream.
This can not be used directly be users, instead use "stream << object;" for writing it to a stream.
| out | The output binary stream where object must be dumped. |
| getVersion | If NULL, the object must be dumped. If not, only the version of the object dump must be returned in this pointer. This enables the versioning of objects dumping and backward compatibility with previously stored data. |
| std::exception | On any error, see CStream::WriteBuffer |
Implements mrpt::utils::CSerializable.
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staticprotected |
Definition at line 72 of file CBeaconMap.h.
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static |
Definition at line 72 of file CBeaconMap.h.
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staticinherited |
Definition at line 81 of file CMetricMap.h.
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staticinherited |
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staticinherited |
Definition at line 56 of file CSerializable.h.
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static |
Definition at line 72 of file CBeaconMap.h.
| mrpt::slam::CBeaconMap::TInsertionOptions mrpt::slam::CBeaconMap::insertionOptions |
| mrpt::slam::CBeaconMap::TLikelihoodOptions mrpt::slam::CBeaconMap::likelihoodOptions |
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protected |
The individual beacons.
Definition at line 81 of file CBeaconMap.h.
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inherited |
When set to true (default=false), calling "getAs3DObject" will have no effects.
Definition at line 321 of file CMetricMap.h.
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