Point Cloud Library (PCL) 1.15.1
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List of all members | Public Member Functions
pcl::RFFaceDetectorTrainer Class Reference

#include <pcl/recognition/face_detection/rf_face_detector_trainer.h>

Public Member Functions

 RFFaceDetectorTrainer ()=default
virtual ~RFFaceDetectorTrainer ()=default
void setForestFilename (std::string &ff)
void setUseNormals (bool use)
void setWSize (int s)
void setDirectory (std::string &dir)
void setNumTrainingImages (int num)
void setNumTrees (int num)
void setNumFeatures (int num)
void setModelPath (std::string &model)
void setPoseRefinement (bool do_it, int iters=5)
void setLeavesFaceThreshold (float p)
void setLeavesFaceMaxVariance (float max)
void setWStride (int s)
void setFaceMinVotes (int mv)
void setNumVotesUsedForPose (int n)
void setForest (pcl::DecisionForest< NodeType > &forest)
void getFaceHeatMap (pcl::PointCloud< pcl::PointXYZI >::Ptr &heat_map)
void getVotes (pcl::PointCloud< pcl::PointXYZ >::Ptr &votes_cloud)
void getVotes (pcl::PointCloud< pcl::PointXYZI >::Ptr &votes_cloud)
void getVotes2 (pcl::PointCloud< pcl::PointXYZI >::Ptr &votes_cloud)
void getDetectedFaces (std::vector< Eigen::VectorXf > &faces)
void setInputCloud (pcl::PointCloud< pcl::PointXYZ >::Ptr &cloud)
void setFaceHeatMapCloud (pcl::PointCloud< pcl::PointXYZI >::Ptr &heat_map)
void trainWithDataProvider ()
void faceVotesClustering ()
void detectFaces ()

Detailed Description

Definition at line 16 of file rf_face_detector_trainer.h.

Constructor & Destructor Documentation

◆ RFFaceDetectorTrainer()

pcl::RFFaceDetectorTrainer::RFFaceDetectorTrainer ( )
default

◆ ~RFFaceDetectorTrainer()

virtual pcl::RFFaceDetectorTrainer::~RFFaceDetectorTrainer ( )
virtualdefault

Member Function Documentation

◆ detectFaces()

void pcl::RFFaceDetectorTrainer::detectFaces ( )

◆ faceVotesClustering()

void pcl::RFFaceDetectorTrainer::faceVotesClustering ( )

◆ getDetectedFaces()

void pcl::RFFaceDetectorTrainer::getDetectedFaces ( std::vector< Eigen::VectorXf > & faces)
inline

Definition at line 208 of file rf_face_detector_trainer.h.

◆ getFaceHeatMap()

void pcl::RFFaceDetectorTrainer::getFaceHeatMap ( pcl::PointCloud< pcl::PointXYZI >::Ptr & heat_map)
inline

Definition at line 151 of file rf_face_detector_trainer.h.

◆ getVotes() [1/2]

void pcl::RFFaceDetectorTrainer::getVotes ( pcl::PointCloud< pcl::PointXYZ >::Ptr & votes_cloud)
inline

Definition at line 157 of file rf_face_detector_trainer.h.

References pcl::PointCloud< PointT >::height, pcl::PointCloud< PointT >::points, and pcl::PointCloud< PointT >::width.

◆ getVotes() [2/2]

void pcl::RFFaceDetectorTrainer::getVotes ( pcl::PointCloud< pcl::PointXYZI >::Ptr & votes_cloud)
inline

Definition at line 169 of file rf_face_detector_trainer.h.

References pcl::PointCloud< PointT >::height, pcl::PointCloud< PointT >::points, and pcl::PointCloud< PointT >::width.

◆ getVotes2()

void pcl::RFFaceDetectorTrainer::getVotes2 ( pcl::PointCloud< pcl::PointXYZI >::Ptr & votes_cloud)
inline

Definition at line 188 of file rf_face_detector_trainer.h.

References pcl::PointCloud< PointT >::height, pcl::PointCloud< PointT >::points, and pcl::PointCloud< PointT >::width.

◆ setDirectory()

void pcl::RFFaceDetectorTrainer::setDirectory ( std::string & dir)
inline

Definition at line 83 of file rf_face_detector_trainer.h.

◆ setFaceHeatMapCloud()

void pcl::RFFaceDetectorTrainer::setFaceHeatMapCloud ( pcl::PointCloud< pcl::PointXYZI >::Ptr & heat_map)
inline

Definition at line 230 of file rf_face_detector_trainer.h.

◆ setFaceMinVotes()

void pcl::RFFaceDetectorTrainer::setFaceMinVotes ( int mv)
inline

Definition at line 129 of file rf_face_detector_trainer.h.

◆ setForest()

void pcl::RFFaceDetectorTrainer::setForest ( pcl::DecisionForest< NodeType > & forest)
inline

Definition at line 142 of file rf_face_detector_trainer.h.

◆ setForestFilename()

void pcl::RFFaceDetectorTrainer::setForestFilename ( std::string & ff)
inline

Definition at line 64 of file rf_face_detector_trainer.h.

◆ setInputCloud()

void pcl::RFFaceDetectorTrainer::setInputCloud ( pcl::PointCloud< pcl::PointXYZ >::Ptr & cloud)
inline

Definition at line 225 of file rf_face_detector_trainer.h.

◆ setLeavesFaceMaxVariance()

void pcl::RFFaceDetectorTrainer::setLeavesFaceMaxVariance ( float max)
inline

Definition at line 119 of file rf_face_detector_trainer.h.

◆ setLeavesFaceThreshold()

void pcl::RFFaceDetectorTrainer::setLeavesFaceThreshold ( float p)
inline

Definition at line 114 of file rf_face_detector_trainer.h.

◆ setModelPath()

void pcl::RFFaceDetectorTrainer::setModelPath ( std::string & model)

◆ setNumFeatures()

void pcl::RFFaceDetectorTrainer::setNumFeatures ( int num)
inline

Definition at line 97 of file rf_face_detector_trainer.h.

◆ setNumTrainingImages()

void pcl::RFFaceDetectorTrainer::setNumTrainingImages ( int num)
inline

Definition at line 87 of file rf_face_detector_trainer.h.

◆ setNumTrees()

void pcl::RFFaceDetectorTrainer::setNumTrees ( int num)
inline

Definition at line 92 of file rf_face_detector_trainer.h.

◆ setNumVotesUsedForPose()

void pcl::RFFaceDetectorTrainer::setNumVotesUsedForPose ( int n)
inline

Definition at line 134 of file rf_face_detector_trainer.h.

◆ setPoseRefinement()

void pcl::RFFaceDetectorTrainer::setPoseRefinement ( bool do_it,
int iters = 5 )
inline

Definition at line 108 of file rf_face_detector_trainer.h.

◆ setUseNormals()

void pcl::RFFaceDetectorTrainer::setUseNormals ( bool use)
inline

Definition at line 69 of file rf_face_detector_trainer.h.

◆ setWSize()

void pcl::RFFaceDetectorTrainer::setWSize ( int s)
inline

Definition at line 74 of file rf_face_detector_trainer.h.

◆ setWStride()

void pcl::RFFaceDetectorTrainer::setWStride ( int s)
inline

Definition at line 124 of file rf_face_detector_trainer.h.

◆ trainWithDataProvider()

void pcl::RFFaceDetectorTrainer::trainWithDataProvider ( )
The documentation for this class was generated from the following file: