org.openimaj.image.pixel.statistics

Class BasicDescriptiveStatisticsModel

java.lang.Object

org.openimaj.image.pixel.statistics.AbstractPixelStatisticsModel

org.openimaj.image.pixel.statistics.BasicDescriptiveStatisticsModel

All Implemented Interfaces:

Serializable, Cloneable

public class BasicDescriptiveStatisticsModel
extends AbstractPixelStatisticsModel

A model of the all the values of the pixels in an image or set of images, using basic descriptive statistics (mean, mode, median, range, variance).

Author:

Jonathon Hare (jsh2@ecs.soton.ac.uk)

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
double[]	mean The mean pixel value
double[]	median The median of pixel values
double[]	mode The mode of pixel values
double[]	range The range of pixel values
double[]	variance The variance of pixel values

Fields inherited from class org.openimaj.image.pixel.statistics.AbstractPixelStatisticsModel

ndims

Constructor Summary

Constructors

Constructor and Description
BasicDescriptiveStatisticsModel(int ndims) Construct a BasicDescriptiveStatisticsModel with the given number of dimensions.

Method Summary

Modifier and Type	Method and Description
void	estimateModel(MBFImage... images) Estimate the model parameters from the given image(s).
String	toString()

Methods inherited from class org.openimaj.image.pixel.statistics.AbstractPixelStatisticsModel

estimateModel

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Field Detail

mean

public double[] mean

The mean pixel value

mode

public double[] mode

The mode of pixel values

median

public double[] median

The median of pixel values

range

public double[] range

The range of pixel values

variance

public double[] variance

The variance of pixel values

Constructor Detail

BasicDescriptiveStatisticsModel

public BasicDescriptiveStatisticsModel(int ndims)

Construct a BasicDescriptiveStatisticsModel with the given number of dimensions. The number of dimensions should normally be equal to the number of bands in the images from which the model is to be estimated.

Parameters:

ndims - number of dimensions

Method Detail

estimateModel

public void estimateModel(MBFImage... images)

Description copied from class: AbstractPixelStatisticsModel

Estimate the model parameters from the given image(s).

Specified by:

estimateModel in class AbstractPixelStatisticsModel

Parameters:

images - list of images

toString

public String toString()

Overrides:

toString in class Object