org.bytedeco.javacpp

Class opencv_ml.EM

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.javacpp.opencv_core.Algorithm

org.bytedeco.javacpp.opencv_ml.EM

Enclosing class:

opencv_ml

public static class opencv_ml.EM
extends opencv_core.Algorithm

\ Expectation - Maximization * \

Nested Class Summary

Nested classes/interfaces inherited from class org.bytedeco.javacpp.opencv_core.Algorithm

opencv_core.Algorithm.Constructor, opencv_core.Algorithm.Getter, opencv_core.Algorithm.Setter

Nested classes/interfaces inherited from class org.bytedeco.javacpp.Pointer

Pointer.CustomDeallocator, Pointer.Deallocator, Pointer.NativeDeallocator

Field Summary

Fields

Modifier and Type	Field and Description
static int	COV_MAT_DEFAULT enum cv::EM::
static int	COV_MAT_DIAGONAL enum cv::EM::
static int	COV_MAT_GENERIC enum cv::EM::
static int	COV_MAT_SPHERICAL enum cv::EM::
static int	DEFAULT_MAX_ITERS enum cv::EM::
static int	DEFAULT_NCLUSTERS enum cv::EM::
static int	START_AUTO_STEP enum cv::EM::
static int	START_E_STEP enum cv::EM::
static int	START_M_STEP enum cv::EM::

Fields inherited from class org.bytedeco.javacpp.Pointer

address, capacity, limit, position

Constructor Summary

Constructors

Constructor and Description
opencv_ml.EM()
opencv_ml.EM(int size)
opencv_ml.EM(int nclusters, int covMatType, opencv_core.TermCriteria termCrit)
opencv_ml.EM(Pointer p)

Method Summary

Methods

Modifier and Type	Method and Description
void	clear()
opencv_core.AlgorithmInfo	info()
boolean	isTrained()
opencv_ml.EM	position(int position)
opencv_core.Point2d	predict(opencv_core.Mat sample)
opencv_core.Point2d	predict(opencv_core.Mat sample, opencv_core.Mat probs)
void	read(opencv_core.FileNode fn)
boolean	train(opencv_core.Mat samples)
boolean	train(opencv_core.Mat samples, opencv_core.Mat logLikelihoods, opencv_core.Mat labels, opencv_core.Mat probs)
boolean	trainE(opencv_core.Mat samples, opencv_core.Mat means0)
boolean	trainE(opencv_core.Mat samples, opencv_core.Mat means0, opencv_core.Mat covs0, opencv_core.Mat weights0, opencv_core.Mat logLikelihoods, opencv_core.Mat labels, opencv_core.Mat probs)
boolean	trainM(opencv_core.Mat samples, opencv_core.Mat probs0)
boolean	trainM(opencv_core.Mat samples, opencv_core.Mat probs0, opencv_core.Mat logLikelihoods, opencv_core.Mat labels, opencv_core.Mat probs)

Methods inherited from class org.bytedeco.javacpp.opencv_core.Algorithm

_create, _create, getAlgorithm, getAlgorithm, getBool, getBool, getDouble, getDouble, getInt, getInt, getList, getMat, getMat, getMatVector, getMatVector, getParams, getString, getString, name, paramHelp, paramHelp, paramType, paramType, set, set, set, set, set, set, set, set, set, set, set, set, set, set, setAlgorithm, setAlgorithm, setBool, setBool, setDouble, setDouble, setInt, setInt, setMat, setMat, setMatVector, setMatVector, setString, setString, write

Methods inherited from class org.bytedeco.javacpp.Pointer

address, asBuffer, asByteBuffer, capacity, capacity, deallocate, deallocate, deallocateReferences, deallocator, deallocator, equals, fill, hashCode, isNull, limit, limit, memchr, memcmp, memcpy, memmove, memset, offsetof, position, put, setNull, sizeof, toString, withDeallocator, zero

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Field Detail

COV_MAT_SPHERICAL

public static final int COV_MAT_SPHERICAL

enum cv::EM::

See Also:

Constant Field Values

COV_MAT_DIAGONAL

public static final int COV_MAT_DIAGONAL

enum cv::EM::

See Also:

Constant Field Values

COV_MAT_GENERIC

public static final int COV_MAT_GENERIC

enum cv::EM::

See Also:

Constant Field Values

COV_MAT_DEFAULT

public static final int COV_MAT_DEFAULT

enum cv::EM::

See Also:

Constant Field Values

DEFAULT_NCLUSTERS

public static final int DEFAULT_NCLUSTERS

enum cv::EM::

See Also:

Constant Field Values

DEFAULT_MAX_ITERS

public static final int DEFAULT_MAX_ITERS

enum cv::EM::

See Also:

Constant Field Values

START_E_STEP

public static final int START_E_STEP

enum cv::EM::

See Also:

Constant Field Values

START_M_STEP

public static final int START_M_STEP

enum cv::EM::

See Also:

Constant Field Values

START_AUTO_STEP

public static final int START_AUTO_STEP

enum cv::EM::

See Also:

Constant Field Values

Constructor Detail

opencv_ml.EM

public opencv_ml.EM(Pointer p)

opencv_ml.EM

public opencv_ml.EM(int size)

opencv_ml.EM

public opencv_ml.EM(int nclusters,
            int covMatType,
            opencv_core.TermCriteria termCrit)

opencv_ml.EM

public opencv_ml.EM()

Method Detail

position

public opencv_ml.EM position(int position)

Overrides:

position in class opencv_core.Algorithm

clear

public void clear()

train

public boolean train(opencv_core.Mat samples,
            opencv_core.Mat logLikelihoods,
            opencv_core.Mat labels,
            opencv_core.Mat probs)

train

public boolean train(opencv_core.Mat samples)

trainE

public boolean trainE(opencv_core.Mat samples,
             opencv_core.Mat means0,
             opencv_core.Mat covs0,
             opencv_core.Mat weights0,
             opencv_core.Mat logLikelihoods,
             opencv_core.Mat labels,
             opencv_core.Mat probs)

trainE

public boolean trainE(opencv_core.Mat samples,
             opencv_core.Mat means0)

trainM

public boolean trainM(opencv_core.Mat samples,
             opencv_core.Mat probs0,
             opencv_core.Mat logLikelihoods,
             opencv_core.Mat labels,
             opencv_core.Mat probs)

trainM

public boolean trainM(opencv_core.Mat samples,
             opencv_core.Mat probs0)

predict

public opencv_core.Point2d predict(opencv_core.Mat sample,
                          opencv_core.Mat probs)

predict

public opencv_core.Point2d predict(opencv_core.Mat sample)

isTrained

public boolean isTrained()

info

public opencv_core.AlgorithmInfo info()

Overrides:

info in class opencv_core.Algorithm

read

public void read(opencv_core.FileNode fn)

Overrides:

read in class opencv_core.Algorithm