Abstract base class for training the bag of visual words vocabulary from a set of descriptors. More...

Inheritance diagram for OpenCVForUnity.Features2dModule.BOWTrainer:

Public Member Functions
IntPtr	getNativeObjAddr ()

void	add (Mat descriptors)
	Adds descriptors to a training set. More...

List< Mat >	getDescriptors ()
	Returns a training set of descriptors. More...

int	descriptorsCount ()
	Returns the count of all descriptors stored in the training set. More...

void	clear ()

virtual Mat	cluster ()

virtual Mat	cluster (Mat descriptors)
	Clusters train descriptors. More...

Public Member Functions inherited from OpenCVForUnity.DisposableObject
void	Dispose ()

void	ThrowIfDisposed ()

Static Public Member Functions
static BOWTrainer	__fromPtr__ (IntPtr addr)

Static Public Member Functions inherited from OpenCVForUnity.DisposableObject
static IntPtr	ThrowIfNullIntPtr (IntPtr ptr)

Protected Member Functions
override void	Dispose (bool disposing)

Protected Member Functions inherited from OpenCVForUnity.DisposableOpenCVObject
	DisposableOpenCVObject ()

	DisposableOpenCVObject (IntPtr ptr)

	DisposableOpenCVObject (bool isEnabledDispose)

	DisposableOpenCVObject (IntPtr ptr, bool isEnabledDispose)

Protected Member Functions inherited from OpenCVForUnity.DisposableObject
	DisposableObject ()

	DisposableObject (bool isEnabledDispose)

Additional Inherited Members
Properties inherited from OpenCVForUnity.DisposableObject
bool	IsDisposed `[get, protected set]`

bool	IsEnabledDispose `[get, set]`

Detailed Description

Abstract base class for training the bag of visual words vocabulary from a set of descriptors.

For details, see, for example, Visual Categorization with Bags of Keypoints by Gabriella Csurka, Christopher R. Dance, Lixin Fan, Jutta Willamowski, Cedric Bray, 2004. :

Member Function Documentation

◆ fromPtr()

static BOWTrainer OpenCVForUnity.Features2dModule.BOWTrainer.__fromPtr__ ( IntPtr addr )

static

◆ add()

void OpenCVForUnity.Features2dModule.BOWTrainer.add ( Mat descriptors )

Adds descriptors to a training set.

Parameters

descriptors Descriptors to add to a training set. Each row of the descriptors matrix is a descriptor.

The training set is clustered using clustermethod to construct the vocabulary.

◆ clear()

void OpenCVForUnity.Features2dModule.BOWTrainer.clear ( )

◆ cluster() [1/2]

virtual Mat OpenCVForUnity.Features2dModule.BOWTrainer.cluster ( )

virtual

This is an overloaded member function, provided for convenience. It differs from the above function only in what argument(s) it accepts.

Reimplemented in OpenCVForUnity.Features2dModule.BOWKMeansTrainer.

◆ cluster() [2/2]

virtual Mat OpenCVForUnity.Features2dModule.BOWTrainer.cluster ( Mat descriptors )

virtual

Clusters train descriptors.

Parameters

descriptors Descriptors to cluster. Each row of the descriptors matrix is a descriptor. Descriptors are not added to the inner train descriptor set.

The vocabulary consists of cluster centers. So, this method returns the vocabulary. In the first variant of the method, train descriptors stored in the object are clustered. In the second variant, input descriptors are clustered.

Reimplemented in OpenCVForUnity.Features2dModule.BOWKMeansTrainer.

◆ descriptorsCount()

int OpenCVForUnity.Features2dModule.BOWTrainer.descriptorsCount ( )

Returns the count of all descriptors stored in the training set.

◆ Dispose()

override void OpenCVForUnity.Features2dModule.BOWTrainer.Dispose ( bool disposing )

protectedvirtual

Reimplemented from OpenCVForUnity.DisposableOpenCVObject.

◆ getDescriptors()

List<Mat> OpenCVForUnity.Features2dModule.BOWTrainer.getDescriptors ( )

Returns a training set of descriptors.

◆ getNativeObjAddr()

IntPtr OpenCVForUnity.Features2dModule.BOWTrainer.getNativeObjAddr ( )

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

OpenCVForUnity/Assets/OpenCVForUnity/org/opencv/features2d/BOWTrainer.cs

Public Member Functions

Static Public Member Functions

Protected Member Functions

Additional Inherited Members