Point Cloud Library (PCL)  1.9.1-dev
List of all members | Public Member Functions
pcl::MultiChannel2DComparisonFeatureHandler< DATA_TYPE, NUM_OF_CHANNELS > Class Template Reference

Feature utility class that handles the creation and evaluation of RGBD comparison features. More...

#include <pcl/ml/multi_channel_2d_comparison_feature_handler.h>

+ Inheritance diagram for pcl::MultiChannel2DComparisonFeatureHandler< DATA_TYPE, NUM_OF_CHANNELS >:

Public Member Functions

 MultiChannel2DComparisonFeatureHandler (const int feature_window_width, const int feature_window_height)
 Constructor. More...
 
virtual ~MultiChannel2DComparisonFeatureHandler ()
 Destructor. More...
 
void setFeatureWindowSize (int width, int height)
 Sets the feature window size. More...
 
void createRandomFeatures (const size_t num_of_features, std::vector< MultiChannel2DComparisonFeature< PointXY32i > > &features)
 Creates random features. More...
 
void evaluateFeature (const MultiChannel2DComparisonFeature< PointXY32i > &feature, MultiChannel2DDataSet< DATA_TYPE, NUM_OF_CHANNELS > &data_set, std::vector< MultipleData2DExampleIndex > &examples, std::vector< float > &results, std::vector< unsigned char > &flags) const
 Evaluates a feature for a set of examples on the specified data set. More...
 
void evaluateFeature (const MultiChannel2DComparisonFeature< PointXY32i > &feature, MultiChannel2DDataSet< DATA_TYPE, NUM_OF_CHANNELS > &data_set, const MultipleData2DExampleIndex &example, float &result, unsigned char &flag) const
 Evaluates a feature for one examples on the specified data set. More...
 
void generateCodeForEvaluation (const MultiChannel2DComparisonFeature< PointXY32i > &feature, std::ostream &stream) const
 Generates code for feature evaluation. More...
 
- Public Member Functions inherited from pcl::FeatureHandler< pcl::MultiChannel2DComparisonFeature< pcl::PointXY32i >, pcl::MultiChannel2DDataSet< DATA_TYPE, NUM_OF_CHANNELS >, pcl::MultipleData2DExampleIndex >
virtual ~FeatureHandler ()
 Destructor. More...
 
virtual void generateCodeForEvaluation (const pcl::MultiChannel2DComparisonFeature< pcl::PointXY32i > &feature,::std::ostream &stream) const =0
 Generates evaluation code for the specified feature and writes it to the specified stream. More...
 

Detailed Description

template<class DATA_TYPE, size_t NUM_OF_CHANNELS>
class pcl::MultiChannel2DComparisonFeatureHandler< DATA_TYPE, NUM_OF_CHANNELS >

Feature utility class that handles the creation and evaluation of RGBD comparison features.

Definition at line 57 of file multi_channel_2d_comparison_feature_handler.h.

Constructor & Destructor Documentation

template<class DATA_TYPE , size_t NUM_OF_CHANNELS>
pcl::MultiChannel2DComparisonFeatureHandler< DATA_TYPE, NUM_OF_CHANNELS >::MultiChannel2DComparisonFeatureHandler ( const int  feature_window_width,
const int  feature_window_height 
)
inline

Constructor.

Definition at line 64 of file multi_channel_2d_comparison_feature_handler.h.

template<class DATA_TYPE , size_t NUM_OF_CHANNELS>
virtual pcl::MultiChannel2DComparisonFeatureHandler< DATA_TYPE, NUM_OF_CHANNELS >::~MultiChannel2DComparisonFeatureHandler ( )
inlinevirtual

Destructor.

Definition at line 70 of file multi_channel_2d_comparison_feature_handler.h.

Member Function Documentation

template<class DATA_TYPE , size_t NUM_OF_CHANNELS>
void pcl::MultiChannel2DComparisonFeatureHandler< DATA_TYPE, NUM_OF_CHANNELS >::createRandomFeatures ( const size_t  num_of_features,
std::vector< MultiChannel2DComparisonFeature< PointXY32i > > &  features 
)
inlinevirtual

Creates random features.

Parameters
[in]num_of_featuresThe number of random features to create.
[out]featuresThe destination for the created random features.

Implements pcl::FeatureHandler< pcl::MultiChannel2DComparisonFeature< pcl::PointXY32i >, pcl::MultiChannel2DDataSet< DATA_TYPE, NUM_OF_CHANNELS >, pcl::MultipleData2DExampleIndex >.

Definition at line 90 of file multi_channel_2d_comparison_feature_handler.h.

References pcl::PointXY32i::randomPoint().

template<class DATA_TYPE , size_t NUM_OF_CHANNELS>
void pcl::MultiChannel2DComparisonFeatureHandler< DATA_TYPE, NUM_OF_CHANNELS >::evaluateFeature ( const MultiChannel2DComparisonFeature< PointXY32i > &  feature,
MultiChannel2DDataSet< DATA_TYPE, NUM_OF_CHANNELS > &  data_set,
std::vector< MultipleData2DExampleIndex > &  examples,
std::vector< float > &  results,
std::vector< unsigned char > &  flags 
) const
inlinevirtual

Evaluates a feature for a set of examples on the specified data set.

Parameters
[in]featureThe feature to evaluate.
[in]data_setThe data set the feature is evaluated on.
[in]examplesThe examples the feature is evaluated for.
[out]resultsThe destination for the evaluation results.
[out]flagsThe destination for the flags corresponding to the evaluation results.

Implements pcl::FeatureHandler< pcl::MultiChannel2DComparisonFeature< pcl::PointXY32i >, pcl::MultiChannel2DDataSet< DATA_TYPE, NUM_OF_CHANNELS >, pcl::MultipleData2DExampleIndex >.

Definition at line 111 of file multi_channel_2d_comparison_feature_handler.h.

template<class DATA_TYPE , size_t NUM_OF_CHANNELS>
void pcl::MultiChannel2DComparisonFeatureHandler< DATA_TYPE, NUM_OF_CHANNELS >::evaluateFeature ( const MultiChannel2DComparisonFeature< PointXY32i > &  feature,
MultiChannel2DDataSet< DATA_TYPE, NUM_OF_CHANNELS > &  data_set,
const MultipleData2DExampleIndex example,
float &  result,
unsigned char &  flag 
) const
inlinevirtual

Evaluates a feature for one examples on the specified data set.

Parameters
[in]featureThe feature to evaluate.
[in]data_setThe data set the feature is evaluated on.
[in]exampleThe example the feature is evaluated for.
[out]resultThe destination for the evaluation result.
[out]flagThe destination for the flag corresponding to the evaluation result.

Implements pcl::FeatureHandler< pcl::MultiChannel2DComparisonFeature< pcl::PointXY32i >, pcl::MultiChannel2DDataSet< DATA_TYPE, NUM_OF_CHANNELS >, pcl::MultipleData2DExampleIndex >.

Definition at line 136 of file multi_channel_2d_comparison_feature_handler.h.

References pcl::MultiChannel2DComparisonFeature< PointT >::channel, pcl::MultipleData2DExampleIndex::data_set_id, pcl::MultiChannel2DComparisonFeature< PointT >::p1, pcl::MultiChannel2DComparisonFeature< PointT >::p2, pcl::MultipleData2DExampleIndex::x, and pcl::MultipleData2DExampleIndex::y.

template<class DATA_TYPE , size_t NUM_OF_CHANNELS>
void pcl::MultiChannel2DComparisonFeatureHandler< DATA_TYPE, NUM_OF_CHANNELS >::generateCodeForEvaluation ( const MultiChannel2DComparisonFeature< PointXY32i > &  feature,
std::ostream &  stream 
) const
inline

Generates code for feature evaluation.

Parameters
[in]featureThe feature for which code is generated.
[out]streamThe destination for the generated code.

Definition at line 166 of file multi_channel_2d_comparison_feature_handler.h.

template<class DATA_TYPE , size_t NUM_OF_CHANNELS>
void pcl::MultiChannel2DComparisonFeatureHandler< DATA_TYPE, NUM_OF_CHANNELS >::setFeatureWindowSize ( int  width,
int  height 
)
inline

Sets the feature window size.

Parameters
[in]widthThe width of the feature window.
[in]heightThe height of the feature window.

Definition at line 77 of file multi_channel_2d_comparison_feature_handler.h.


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