Class BOWKMeansTrainer

Namespace

OpenCvSharp

Assembly

OpenCvSharp.dll

Brute-force descriptor matcher. For each descriptor in the first set, this matcher finds the closest descriptor in the second set by trying each one.

public class BOWKMeansTrainer : BOWTrainer, IDisposable, ICvPtrHolder

Inheritance

object

DisposableObject

DisposableCvObject

BOWTrainer

BOWKMeansTrainer

Implements

IDisposable

ICvPtrHolder

Inherited Members

BOWTrainer.Add(Mat)

BOWTrainer.GetDescriptors()

BOWTrainer.DescriptorsCount()

BOWTrainer.Clear()

DisposableCvObject.ptr

DisposableCvObject.CvPtr

DisposableObject.DataHandle

DisposableObject.IsDisposed

DisposableObject.IsEnabledDispose

DisposableObject.AllocatedMemory

DisposableObject.AllocatedMemorySize

DisposableObject.Dispose()

DisposableObject.Dispose(bool)

DisposableObject.DisposeManaged()

DisposableObject.AllocGCHandle(object)

DisposableObject.AllocMemory(int)

DisposableObject.NotifyMemoryPressure(long)

DisposableObject.ThrowIfDisposed()

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

Constructors

BOWKMeansTrainer(int, TermCriteria?, int, KMeansFlags)

The constructor.

public BOWKMeansTrainer(int clusterCount, TermCriteria? termcrit = null, int attempts = 3, KMeansFlags flags = KMeansFlags.PpCenters)

Parameters

clusterCount int

termcrit TermCriteria?

attempts int

flags KMeansFlags

Methods

Cluster()

Clusters train descriptors.

public override Mat Cluster()

Returns

Mat

Cluster(Mat)

Clusters train descriptors.

public override Mat Cluster(Mat descriptors)

Parameters

descriptors Mat

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.

Returns

Mat

DisposeUnmanaged()

Releases unmanaged resources

protected override void DisposeUnmanaged()