This is a C++ abstract class, it provides external user API to work with DPM. More...

#include <opencv2/dpm.hpp>

Public Member Functions
virtual	~DPMDetector ()

virtual void	detect (cv::Mat &image, std::vector< ObjectDetection > &objects)=0
	Find rectangular regions in the given image that are likely to contain objects of loaded classes (models) and corresponding confidence levels.

virtual size_t	getClassCount () const =0
	Return a count of loaded models (classes).

virtual std::vector < std::string > const &	getClassNames () const =0
	Return the class (model) names that were passed in constructor or method load or extracted from models filenames in those methods.

virtual bool	isEmpty () const =0

Static Public Member Functions
static cv::Ptr< DPMDetector >	create (std::vector< std::string > const &filenames, std::vector< std::string > const &classNames=std::vector< std::string >())
	Load the trained models from given .xml files and return cv::Ptr<DPMDetector>.

Detailed Description

This is a C++ abstract class, it provides external user API to work with DPM.

Constructor & Destructor Documentation

virtual cv::dpm::DPMDetector::~DPMDetector ( )

inlinevirtual

static cv::Ptr<DPMDetector> cv::dpm::DPMDetector::create	(	std::vector< std::string > const &	filenames,
		std::vector< std::string > const &	classNames = `std::vector< std::string >()`
	)

static

Load the trained models from given .xml files and return cv::Ptr<DPMDetector>.

Parameters

filenames	A set of filenames storing the trained detectors (models). Each file contains one model. See examples of such files here `/opencv_extra/testdata/cv/dpm/VOC2007_Cascade/`.
classNames	A set of trained models names. If it's empty then the name of each model will be constructed from the name of file containing the model. E.g. the model stored in "/home/user/cat.xml" will get the name "cat".

virtual void cv::dpm::DPMDetector::detect	(	cv::Mat &	image,
		std::vector< ObjectDetection > &	objects
	)

pure virtual

Find rectangular regions in the given image that are likely to contain objects of loaded classes (models) and corresponding confidence levels.

Parameters

image	An image.
objects	The detections: rectangulars, scores and class IDs.

virtual size_t cv::dpm::DPMDetector::getClassCount ( ) const

pure virtual

Return a count of loaded models (classes).

virtual std::vector<std::string> const& cv::dpm::DPMDetector::getClassNames ( ) const

pure virtual

Return the class (model) names that were passed in constructor or method load or extracted from models filenames in those methods.

virtual bool cv::dpm::DPMDetector::isEmpty ( ) const

pure virtual

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