OpenCV  3.0.0-dev
Open Source Computer Vision
Public Types | Public Member Functions | Static Public Member Functions | List of all members
cv::KAZE Class Referenceabstract

Class implementing the KAZE keypoint detector and descriptor extractor, described in [6] . More...

#include "features2d.hpp"

Inheritance diagram for cv::KAZE:
cv::Feature2D cv::Algorithm

Public Types

enum  {
  DIFF_PM_G1 = 0,
  DIFF_PM_G2 = 1,

Public Member Functions

virtual int getDiffusivity () const =0
virtual bool getExtended () const =0
virtual int getNOctaveLayers () const =0
virtual int getNOctaves () const =0
virtual double getThreshold () const =0
virtual bool getUpright () const =0
virtual void setDiffusivity (int diff)=0
virtual void setExtended (bool extended)=0
virtual void setNOctaveLayers (int octaveLayers)=0
virtual void setNOctaves (int octaves)=0
virtual void setThreshold (double threshold)=0
virtual void setUpright (bool upright)=0
- Public Member Functions inherited from cv::Feature2D
virtual ~Feature2D ()
virtual void compute (InputArray image, std::vector< KeyPoint > &keypoints, OutputArray descriptors)
 Computes the descriptors for a set of keypoints detected in an image (first variant) or image set (second variant). More...
virtual void compute (InputArrayOfArrays images, std::vector< std::vector< KeyPoint > > &keypoints, OutputArrayOfArrays descriptors)
virtual int defaultNorm () const
virtual int descriptorSize () const
virtual int descriptorType () const
virtual void detect (InputArray image, std::vector< KeyPoint > &keypoints, InputArray mask=noArray())
 Detects keypoints in an image (first variant) or image set (second variant). More...
virtual void detect (InputArrayOfArrays images, std::vector< std::vector< KeyPoint > > &keypoints, InputArrayOfArrays masks=noArray())
virtual void detectAndCompute (InputArray image, InputArray mask, std::vector< KeyPoint > &keypoints, OutputArray descriptors, bool useProvidedKeypoints=false)
virtual bool empty () const
 Return true if detector object is empty. More...
- Public Member Functions inherited from cv::Algorithm
 Algorithm ()
virtual ~Algorithm ()
virtual void clear ()
 Clears the algorithm state. More...
virtual String getDefaultName () const
virtual void read (const FileNode &fn)
 Reads algorithm parameters from a file storage. More...
virtual void save (const String &filename) const
virtual void write (FileStorage &fs) const
 Stores algorithm parameters in a file storage. More...

Static Public Member Functions

static Ptr< KAZEcreate (bool extended=false, bool upright=false, float threshold=0.001f, int nOctaves=4, int nOctaveLayers=4, int diffusivity=KAZE::DIFF_PM_G2)
 The KAZE constructor. More...
- Static Public Member Functions inherited from cv::Algorithm
template<typename _Tp >
static Ptr< _Tp > load (const String &filename, const String &objname=String())
 Loads algorithm from the file. More...
template<typename _Tp >
static Ptr< _Tp > loadFromString (const String &strModel, const String &objname=String())
 Loads algorithm from a String. More...
template<typename _Tp >
static Ptr< _Tp > read (const FileNode &fn)
 Reads algorithm from the file node. More...

Detailed Description

Class implementing the KAZE keypoint detector and descriptor extractor, described in [6] .

AKAZE descriptor can only be used with KAZE or AKAZE keypoints .. [ABD12] KAZE Features. Pablo F. Alcantarilla, Adrien Bartoli and Andrew J. Davison. In European Conference on Computer Vision (ECCV), Fiorenze, Italy, October 2012.

Member Function Documentation

static Ptr<KAZE> cv::KAZE::create ( bool  extended = false,
bool  upright = false,
float  threshold = 0.001f,
int  nOctaves = 4,
int  nOctaveLayers = 4,
int  diffusivity = KAZE::DIFF_PM_G2 

The KAZE constructor.

extendedSet to enable extraction of extended (128-byte) descriptor.
uprightSet to enable use of upright descriptors (non rotation-invariant).
thresholdDetector response threshold to accept point
nOctavesMaximum octave evolution of the image
nOctaveLayersDefault number of sublevels per scale level
diffusivityDiffusivity type. DIFF_PM_G1, DIFF_PM_G2, DIFF_WEICKERT or DIFF_CHARBONNIER
virtual int cv::KAZE::getDiffusivity ( ) const
pure virtual
virtual bool cv::KAZE::getExtended ( ) const
pure virtual
virtual int cv::KAZE::getNOctaveLayers ( ) const
pure virtual
virtual int cv::KAZE::getNOctaves ( ) const
pure virtual
virtual double cv::KAZE::getThreshold ( ) const
pure virtual
virtual bool cv::KAZE::getUpright ( ) const
pure virtual
virtual void cv::KAZE::setDiffusivity ( int  diff)
pure virtual
virtual void cv::KAZE::setExtended ( bool  extended)
pure virtual
virtual void cv::KAZE::setNOctaveLayers ( int  octaveLayers)
pure virtual
virtual void cv::KAZE::setNOctaves ( int  octaves)
pure virtual
virtual void cv::KAZE::setThreshold ( double  threshold)
pure virtual
virtual void cv::KAZE::setUpright ( bool  upright)
pure virtual

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