com.openinventor.imageviz.engines.imagefiltering.texturefilters

Class SoFirstOrderStatisticsProcessing

java.lang.Object

com.openinventor.inventor.Inventor

com.openinventor.inventor.misc.SoBase

com.openinventor.inventor.fields.SoFieldContainer

com.openinventor.inventor.engines.SoEngine

com.openinventor.imageviz.engines.SoImageVizEngine

com.openinventor.imageviz.engines.imagefiltering.texturefilters.SoFirstOrderStatisticsProcessing

All Implemented Interfaces:

SafeDisposable

Deprecated.

As of Open Inventor 9800 See documentation for more details

public class SoFirstOrderStatisticsProcessing
extends SoImageVizEngine

SoFirstOrderStatisticsProcessing image filter SoFirstOrderStatisticsProcessing image filter computes first order statistics.

The SoFirstOrderStatisticsProcessing filter is dealing with first order statistics. It creates a result image where values on pixels are only function of values of this pixel in the initial image and its neighbourhood of a wanted size. In order to calculate this values, we calculate local histograms (array of number of pixels per value in the neighbourhood). In the following equations, corresponds to the probability to have a pixel with value (it's the number of those pixels divided by the total number of pixels in the neighbourhood).

For ENTROPY and ENERGY types, we must reduce the number of grey levels in order to calculate more significant statistics. We have two parameters to reduce images : having 4 or 8 classes, and with an equal repartition or not. For an equal repartition, we use the quantiles : So, for 4 classes, we use : and for 8 classes : In the other case (no equi-repartition required), we use mean and standard deviation. So the delimiters for 4 classes are : For 8 classes, we calculate the mean , then we obtain two subsets where we calculate means and , and standard deviations, we have in that case : This values delimitates the classes and the value given to the pixels which belong to one class is the middle of the segment.

File format/default:

FirstOrderStatisticsProcessing {

measureType	MEAN
inImage	NULL
kernelSize	3

}

Library references: contrast energy entropy kurtosis mean skewness variance variationDeprecated since Open Inventor 9800
Replaced by SoLocalStatisticsProcessing

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	SoFirstOrderStatisticsProcessing.MeasureTypes Deprecated.

Nested classes/interfaces inherited from class com.openinventor.imageviz.engines.SoImageVizEngine

SoImageVizEngine.ComputeModes, SoImageVizEngine.EventArg, SoImageVizEngine.Neighborhood3ds

Nested classes/interfaces inherited from class com.openinventor.inventor.Inventor

Inventor.ConstructorCommand

Field Summary

Fields

Modifier and Type	Field and Description
static int	CONTRAST Deprecated. Use SoFirstOrderStatisticsProcessing.MeasureTypes.CONTRAST instead.
static int	ENERGY Deprecated. Use SoFirstOrderStatisticsProcessing.MeasureTypes.ENERGY instead.
static int	ENTROPY Deprecated. Use SoFirstOrderStatisticsProcessing.MeasureTypes.ENTROPY instead.
SoSFImageDataAdapter	inImage Deprecated. The input image.
SoSFInt32	kernelSize Deprecated. The size of the kernel.
static int	KURTOSIS Deprecated. Use SoFirstOrderStatisticsProcessing.MeasureTypes.KURTOSIS instead.
static int	MEAN Deprecated. Use SoFirstOrderStatisticsProcessing.MeasureTypes.MEAN instead.
SoSFEnum<SoFirstOrderStatisticsProcessing.MeasureTypes>	measureType Deprecated. Select the first order measure to compute.
SoImageVizEngineOutput<SoSFImageDataAdapter,SoImageDataAdapter>	outImage Deprecated. The output image.
static int	SKEWNESS Deprecated. Use SoFirstOrderStatisticsProcessing.MeasureTypes.SKEWNESS instead.
static int	VARIANCE Deprecated. Use SoFirstOrderStatisticsProcessing.MeasureTypes.VARIANCE instead.
static int	VARIATION Deprecated. Use SoFirstOrderStatisticsProcessing.MeasureTypes.VARIATION instead.

Fields inherited from class com.openinventor.imageviz.engines.SoImageVizEngine

CONNECTIVITY_18, CONNECTIVITY_26, CONNECTIVITY_6, MODE_2D, MODE_3D, MODE_AUTO, onBegin, onEnd, onProgress

Fields inherited from class com.openinventor.inventor.Inventor

VERBOSE_LEVEL, ZeroHandle

Constructor Summary

Constructors

Constructor and Description
SoFirstOrderStatisticsProcessing() Deprecated. Constructor.

Method Summary

Methods inherited from class com.openinventor.imageviz.engines.SoImageVizEngine

abortEvaluate, isEvaluating, startEvaluate, waitEvaluate

Methods inherited from class com.openinventor.inventor.engines.SoEngine

copy, getByName, getOutput, getOutputName

Methods inherited from class com.openinventor.inventor.fields.SoFieldContainer

copyFieldValues, copyFieldValues, enableNotify, fieldsAreEqual, get, getAllFields, getEventIn, getEventOut, getField, getFieldName, hasDefaultValues, isNotifyEnabled, set, setToDefaults

Methods inherited from class com.openinventor.inventor.misc.SoBase

dispose, getEXTERNPROTO, getName, getPROTO, isDisposable, isSynchronizable, setName, setSynchronizable, touch

Methods inherited from class com.openinventor.inventor.Inventor

getAddress, getNativeResourceHandle, startInternalThreads, stopInternalThreads

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

MEAN

@Deprecated
public static final int MEAN

Deprecated. Use SoFirstOrderStatisticsProcessing.MeasureTypes.MEAN instead.

VARIANCE

@Deprecated
public static final int VARIANCE

Deprecated. Use SoFirstOrderStatisticsProcessing.MeasureTypes.VARIANCE instead.

SKEWNESS

@Deprecated
public static final int SKEWNESS

Deprecated. Use SoFirstOrderStatisticsProcessing.MeasureTypes.SKEWNESS instead.

KURTOSIS

@Deprecated
public static final int KURTOSIS

Deprecated. Use SoFirstOrderStatisticsProcessing.MeasureTypes.KURTOSIS instead.

CONTRAST

@Deprecated
public static final int CONTRAST

Deprecated. Use SoFirstOrderStatisticsProcessing.MeasureTypes.CONTRAST instead.

VARIATION

@Deprecated
public static final int VARIATION

Deprecated. Use SoFirstOrderStatisticsProcessing.MeasureTypes.VARIATION instead.

ENERGY

@Deprecated
public static final int ENERGY

Deprecated. Use SoFirstOrderStatisticsProcessing.MeasureTypes.ENERGY instead.

ENTROPY

@Deprecated
public static final int ENTROPY

Deprecated. Use SoFirstOrderStatisticsProcessing.MeasureTypes.ENTROPY instead.

measureType

public final SoSFEnum<SoFirstOrderStatisticsProcessing.MeasureTypes> measureType

Deprecated.

Select the first order measure to compute. . Default is MEAN

inImage

public final SoSFImageDataAdapter inImage

Deprecated.

The input image. Default value is NULL. Supported types include: grayscale binary label color image.

kernelSize

public final SoSFInt32 kernelSize

Deprecated.

The size of the kernel. Default value is 3.

outImage

public final SoImageVizEngineOutput<SoSFImageDataAdapter,SoImageDataAdapter> outImage

Deprecated.

The output image. Default value is NULL. Supported types include: grayscale binary label color image.

Constructor Detail

SoFirstOrderStatisticsProcessing

public SoFirstOrderStatisticsProcessing()

Deprecated.

Constructor.